R : Copyright 2005, The R Foundation for Statistical Computing
Version 2.1.1  (2005-06-20), ISBN 3-900051-07-0

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> ### * <HEADER>
> ###
> attach(NULL, name = "CheckExEnv")
> assign(".CheckExEnv", as.environment(2), pos = length(search())) # base
> ## add some hooks to label plot pages for base and grid graphics
> setHook("plot.new", ".newplot.hook")
> setHook("persp", ".newplot.hook")
> setHook("grid.newpage", ".gridplot.hook")
> 
> assign("cleanEx",
+        function(env = .GlobalEnv) {
+ 	   rm(list = ls(envir = env, all.names = TRUE), envir = env)
+            RNGkind("default", "default")
+ 	   set.seed(1)
+    	   options(warn = 1)
+ 	   delayedAssign("T", stop("T used instead of TRUE"),
+ 		  assign.env = .CheckExEnv)
+ 	   delayedAssign("F", stop("F used instead of FALSE"),
+ 		  assign.env = .CheckExEnv)
+ 	   sch <- search()
+ 	   newitems <- sch[! sch %in% .oldSearch]
+ 	   for(item in rev(newitems))
+                eval(substitute(detach(item), list(item=item)))
+ 	   missitems <- .oldSearch[! .oldSearch %in% sch]
+ 	   if(length(missitems))
+ 	       warning("items ", paste(missitems, collapse=", "),
+ 		       " have been removed from the search path")
+        },
+        env = .CheckExEnv)
> assign("..nameEx", "__{must remake R-ex/*.R}__", env = .CheckExEnv) # for now
> assign("ptime", proc.time(), env = .CheckExEnv)
> grDevices::postscript("vabayelMix-Examples.ps")
> assign("par.postscript", graphics::par(no.readonly = TRUE), env = .CheckExEnv)
> options(contrasts = c(unordered = "contr.treatment", ordered = "contr.poly"))
> options(warn = 1)    
> library('vabayelMix')
> 
> assign(".oldSearch", search(), env = .CheckExEnv)
> assign(".oldNS", loadedNamespaces(), env = .CheckExEnv)
> cleanEx(); ..nameEx <- "vabayelMix"
> 
> ### * vabayelMix
> 
> flush(stderr()); flush(stdout())
> 
> ### Name: vabayelMix
> ### Title: Variational Bayesian Gaussian Mixture Model
> ### Aliases: vabayelMix
> ### Keywords: cluster
> 
> ### ** Examples
> 
> NsTot <- 100; 
> Nspg <- 50;
> Ng <- 2;
> deg.idx <- 1 ;
> data <- matrix( nrow=NsTot, ncol=Ng);
> for( s in 1:Nspg ){
+   data[s,] <- rnorm(Ng,0,0.25);
+ }
> for( s in (Nspg+1):NsTot){
+   data[s,] <- rnorm(Ng,0,0.25);
+   data[s,deg.idx] <- rnorm(1,2,0.25);
+ }
> types.idx <- c(rep(1,50),rep(2,50));
> useprior.l <- UseBasicPrior(data,rep(1,4));
> vbmix <- vabayelMix(data, prior=NA, Ncat=4, nruns=10, npick=2,MaxIt=500, conv.tol=0.001, nCVconv=10);
[1] "Using broad hyperparameters in priors"
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 1.4142727 -0.05333499
[2,] 0.7605130  0.00605938
[3,] 1.6592220 -0.01957824
[4,] 0.6029757 -0.02181864
[1] "Weights"
[1] 21.52616 30.37558 20.05373 32.04453
[1] "Cost"
[1] 201.7580
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 1.4480204 -0.0478480183
[2,] 0.7633578  0.0003144321
[3,] 1.7452245 -0.0358736535
[4,] 0.5859457 -0.0122907879
[1] "Weights"
[1] 20.42373 31.14855 19.12876 33.29897
[1] "Cost"
[1] 181.1298
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.4635439 -0.053366832
[2,] 0.7437405  0.003064963
[3,] 1.8678698 -0.048261221
[4,] 0.5373957 -0.005410808
[1] "Weights"
[1] 19.62823 31.17783 19.40353 33.79041
[1] "Cost"
[1] 179.1321
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 1.4603435 -5.674667e-02
[2,] 0.7037509  5.580443e-03
[3,] 1.9937673 -5.667047e-02
[4,] 0.4586665  9.345913e-05
[1] "Weights"
[1] 18.20623 30.47644 21.44103 33.87631
[1] "Cost"
[1] 172.9169
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.4076608 -0.056665736
[2,] 0.6203653  0.007299466
[3,] 2.0262857 -0.055339842
[4,] 0.3313188  0.003907327
[1] "Weights"
[1] 15.17185 27.99043 27.85514 32.98258
[1] "Cost"
[1] 162.4562
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3173576 -0.057762588
[2,] 0.5143055  0.006107107
[3,] 2.0229750 -0.047793916
[4,] 0.1758322  0.005160680
[1] "Weights"
[1] 11.54949 24.18642 35.77393 32.49016
[1] "Cost"
[1] 151.6984
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.26131521 -0.063323784
[2,] 0.43707589  0.002147133
[3,] 2.01390400 -0.042687967
[4,] 0.06324878  0.005954074
[1] "Weights"
[1]  8.190746 18.977822 42.035351 34.796080
[1] "Cost"
[1] 133.3525
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 1.30502380 -0.0728630348
[2,] 0.41813223 -0.0004775687
[3,] 2.00765070 -0.0413023143
[4,] 0.04377821  0.0047618427
[1] "Weights"
[1]  5.180782 12.392387 45.702818 40.724013
[1] "Cost"
[1] 119.0047
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.33578543 -0.082144221
[2,] 0.42112650  0.004286406
[3,] 2.00169452 -0.041573753
[4,] 0.04261096  0.002965897
[1] "Weights"
[1]  3.111065  7.970557 47.999840 44.918539
[1] "Cost"
[1] 113.2251
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.30519597 -0.088042022
[2,] 0.44774942  0.005709866
[3,] 1.99552346 -0.042836641
[4,] 0.04370286  0.003299380
[1] "Weights"
[1]  1.758691  5.202694 49.508785 47.529830
[1] "Cost"
[1] 108.5625
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.13865476 -0.054699676
[2,] 0.49935378  0.002527232
[3,] 1.99042384 -0.044064547
[4,] 0.04582754  0.004276979
[1] "Weights"
[1]  1.064962  3.260600 50.380797 49.293641
[1] "Cost"
[1] 99.6315
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 7.890466e-13  4.477263e-13
[2,] 5.940948e-01  1.952075e-04
[3,] 1.987288e+00 -4.461849e-02
[4,] 4.794735e-02  5.087038e-03
[1] "Weights"
[1]  1.000000  1.871931 50.726412 50.401657
[1] "Cost"
[1] 86.50677
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.79548673  0.009208538
[3,] 1.98546443 -0.044901840
[4,] 0.04885454  0.005503109
[1] "Weights"
[1]  1.000000  1.106074 50.954311 50.939615
[1] "Cost"
[1] 80.48208
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 0.000000e+00  0.000000e+00
[2,] 2.197859e-07  7.466244e-08
[3,] 1.985273e+00 -4.490699e-02
[4,] 4.888058e-02  5.562278e-03
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37197
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "23"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3259768 -0.008345073
[2,] 1.0303865 -0.007229692
[3,] 0.4890303 -0.015141510
[4,] 1.3256114 -0.049590197
[1] "Weights"
[1] 24.14665 26.36716 28.94319 24.54299
[1] "Cost"
[1] 202.2346
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 1.3485211 -0.02090898
[2,] 1.0517634 -0.01331763
[3,] 0.4462105 -0.00410182
[4,] 1.3567549 -0.04452868
[1] "Weights"
[1] 23.74658 26.37641 29.60333 24.27368
[1] "Cost"
[1] 181.7790
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3816567 -0.027350727
[2,] 1.0808121 -0.014840801
[3,] 0.3722115  0.006686565
[4,] 1.3975185 -0.050308394
[1] "Weights"
[1] 23.59211 26.18415 29.98010 24.24364
[1] "Cost"
[1] 180.8221
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 1.4315791 -0.03227365
[2,] 1.1243191 -0.01636585
[3,] 0.2668345  0.01557295
[4,] 1.4545196 -0.05577006
[1] "Weights"
[1] 23.45155 25.79814 30.50657 24.24374
[1] "Cost"
[1] 179.2337
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 1.5095290 -0.03521640
[2,] 1.1951997 -0.01791114
[3,] 0.1310377  0.02044752
[4,] 1.5389106 -0.05994446
[1] "Weights"
[1] 23.15601 24.94531 31.75971 24.13897
[1] "Cost"
[1] 173.6333
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.63875125 -0.03648197
[2,] 1.32350337 -0.01980113
[3,] 0.03942083  0.01815259
[4,] 1.67294816 -0.06322499
[1] "Weights"
[1] 22.03355 22.56612 36.09908 23.30125
[1] "Cost"
[1] 155.2562
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.81419059 -0.034157161
[2,] 1.51416401 -0.016711919
[3,] 0.03199939  0.008111883
[4,] 1.84793300 -0.064611138
[1] "Weights"
[1] 20.23876 18.56300 43.16997 22.02827
[1] "Cost"
[1] 141.7962
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.94493916 -0.031679231
[2,] 1.65091830 -0.011107607
[3,] 0.03543104  0.004432376
[4,] 1.96506473 -0.067399469
[1] "Weights"
[1] 19.36616 14.48487 47.74221 22.40676
[1] "Cost"
[1] 127.9089
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98685035 -0.026141792
[2,] 1.72596134 -0.013259321
[3,] 0.04128324  0.005006493
[4,] 1.99189818 -0.068296137
[1] "Weights"
[1] 19.69072 10.20616 49.67226 24.43085
[1] "Cost"
[1] 117.8028
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99179798 -0.016013810
[2,] 1.78255075 -0.035578251
[3,] 0.04499021  0.005396029
[4,] 1.99449762 -0.068034893
[1] "Weights"
[1] 20.339983  7.149908 50.441868 26.068242
[1] "Cost"
[1] 115.0420
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99072334 -0.006645745
[2,] 1.82242301 -0.065041783
[3,] 0.04719725  0.005549685
[4,] 1.99388429 -0.070128693
[1] "Weights"
[1] 20.801940  5.072545 50.787445 27.338070
[1] "Cost"
[1] 113.6603
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98743039  0.001573248
[2,] 1.84226491 -0.091228435
[3,] 0.04819879  0.005573465
[4,] 1.99221071 -0.074430387
[1] "Weights"
[1] 21.05215  3.49801 50.91924 28.53060
[1] "Cost"
[1] 112.4374
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98356431  0.009185784
[2,] 1.84630503 -0.109166262
[3,] 0.04857788  0.005572245
[4,] 1.99033929 -0.080060941
[1] "Weights"
[1] 21.118553  2.208023 50.963194 29.710230
[1] "Cost"
[1] 110.7071
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.97999591  0.016934748
[2,] 1.81040219 -0.105964650
[3,] 0.04877011  0.005568153
[4,] 1.98945080 -0.085837201
[1] "Weights"
[1] 20.980008  1.276127 50.982463 30.761402
[1] "Cost"
[1] 106.6975
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.97638578  0.025621487
[2,] 0.23997537 -0.015031521
[3,] 0.04887829  0.005562273
[4,] 1.99098073 -0.090304308
[1] "Weights"
[1] 20.580392  1.000472 50.999582 31.419554
[1] "Cost"
[1] 91.74935
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.97124426  0.034023955
[2,] 0.00000000  0.000000000
[3,] 0.04887719  0.005562373
[4,] 1.99390268 -0.093560643
[1] "Weights"
[1] 20.06743  1.00000 50.99962 31.93295
[1] "Cost"
[1] 91.05932
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.96429782  0.041914820
[2,] 0.00000000  0.000000000
[3,] 0.04887635  0.005562396
[4,] 1.99760503 -0.096037861
[1] "Weights"
[1] 19.53229  1.00000 50.99954 32.46817
[1] "Cost"
[1] 90.91747
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.95577214  0.049564702
[2,] 0.00000000  0.000000000
[3,] 0.04887571  0.005562413
[4,] 2.00181758 -0.097960689
[1] "Weights"
[1] 18.98148  1.00000 50.99948 33.01904
[1] "Cost"
[1] 90.75852
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.94608631  0.057181512
[2,] 0.00000000  0.000000000
[3,] 0.04887526  0.005562425
[4,] 2.00621344 -0.099522498
[1] "Weights"
[1] 18.42661  1.00000 50.99944 33.57395
[1] "Cost"
[1] 90.56854
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.93595890  0.064813870
[2,] 0.00000000  0.000000000
[3,] 0.04887498  0.005562433
[4,] 2.01040127 -0.100869585
[1] "Weights"
[1] 17.88869  1.00000 50.99941 34.11189
[1] "Cost"
[1] 90.34441
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92645331  0.072277250
[2,] 0.00000000  0.000000000
[3,] 0.04887486  0.005562436
[4,] 2.01394798 -0.102082898
[1] "Weights"
[1] 17.3962  1.0000 50.9994 34.6044
[1] "Cost"
[1] 90.10612
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91866249  0.079159902
[2,] 0.00000000  0.000000000
[3,] 0.04887487  0.005562436
[4,] 2.01651397 -0.103139183
[1] "Weights"
[1] 16.97187  1.00000 50.99940 35.02872
[1] "Cost"
[1] 89.89867
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91311977  0.085036201
[2,] 0.00000000  0.000000000
[3,] 0.04887499  0.005562433
[4,] 2.01802521 -0.103932179
[1] "Weights"
[1] 16.61799  1.00000 50.99942 35.38259
[1] "Cost"
[1] 89.75897
[1] "Iteration" "23"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90962931  0.089763665
[2,] 0.00000000  0.000000000
[3,] 0.04887516  0.005562428
[4,] 2.01866493 -0.104394082
[1] "Weights"
[1] 16.31950  1.00000 50.99943 35.68106
[1] "Cost"
[1] 89.6843
[1] "Iteration" "24"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90765157  0.093510306
[2,] 0.00000000  0.000000000
[3,] 0.04887534  0.005562424
[4,] 2.01870288 -0.104557277
[1] "Weights"
[1] 16.05829  1.00000 50.99945 35.94227
[1] "Cost"
[1] 89.64907
[1] "Iteration" "25"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90667132  0.096556258
[2,] 0.00000000  0.000000000
[3,] 0.04887549  0.005562419
[4,] 2.01836646 -0.104502803
[1] "Weights"
[1] 15.82069  1.00000 50.99946 36.17985
[1] "Cost"
[1] 89.63194
[1] "Iteration" "26"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90631828  0.099145883
[2,] 0.00000000  0.000000000
[3,] 0.04887562  0.005562416
[4,] 2.01780950 -0.104305058
[1] "Weights"
[1] 15.59784  1.00000 50.99947 36.40268
[1] "Cost"
[1] 89.62191
[1] "Iteration" "27"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90635520  0.101450903
[2,] 0.00000000  0.000000000
[3,] 0.04887573  0.005562413
[4,] 2.01712602 -0.104015175
[1] "Weights"
[1] 15.38412  1.00000 50.99948 36.61639
[1] "Cost"
[1] 89.61445
[1] "Iteration" "28"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.90663727  0.10358327
[2,] 0.00000000  0.00000000
[3,] 0.04887583  0.00556241
[4,] 2.01637083 -0.10366455
[1] "Weights"
[1] 15.17586  1.00000 50.99949 36.82464
[1] "Cost"
[1] 89.60787
[1] "Iteration" "29"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90707802  0.105615522
[2,] 0.00000000  0.000000000
[3,] 0.04887591  0.005562408
[4,] 2.01557510 -0.103271864
[1] "Weights"
[1] 14.97060  1.00000 50.99950 37.02990
[1] "Cost"
[1] 89.60153
[1] "Iteration" "30"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90762644  0.107596143
[2,] 0.00000000  0.000000000
[3,] 0.04887599  0.005562406
[4,] 2.01475620 -0.102848382
[1] "Weights"
[1] 14.76660  1.00000 50.99951 37.23389
[1] "Cost"
[1] 89.5952
[1] "Iteration" "31"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90825293  0.109559243
[2,] 0.00000000  0.000000000
[3,] 0.04887606  0.005562405
[4,] 2.01392358 -0.102401050
[1] "Weights"
[1] 14.56263  1.00000 50.99951 37.43786
[1] "Cost"
[1] 89.58876
[1] "Iteration" "32"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90894082  0.111530320
[2,] 0.00000000  0.000000000
[3,] 0.04887612  0.005562403
[4,] 2.01308212 -0.101934243
[1] "Weights"
[1] 14.35771  1.00000 50.99952 37.64277
[1] "Cost"
[1] 89.58215
[1] "Iteration" "33"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.90968132  0.113529688
[2,] 0.00000000  0.000000000
[3,] 0.04887619  0.005562401
[4,] 2.01223408 -0.101450705
[1] "Weights"
[1] 14.15106  1.00000 50.99952 37.84942
[1] "Cost"
[1] 89.5753
[1] "Iteration" "34"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91047053  0.115574581
[2,] 0.00000000  0.000000000
[3,] 0.04887625  0.005562399
[4,] 2.01138017 -0.100952084
[1] "Weights"
[1] 13.94200  1.00000 50.99953 38.05847
[1] "Cost"
[1] 89.5682
[1] "Iteration" "35"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91130779  0.117680510
[2,] 0.00000000  0.000000000
[3,] 0.04887631  0.005562398
[4,] 2.01052022 -0.100439244
[1] "Weights"
[1] 13.72991  1.00000 50.99954 38.27056
[1] "Cost"
[1] 89.56075
[1] "Iteration" "36"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91219456  0.119862197
[2,] 0.00000000  0.000000000
[3,] 0.04887638  0.005562396
[4,] 2.00965353 -0.099912465
[1] "Weights"
[1] 13.51420  1.00000 50.99954 38.48626
[1] "Cost"
[1] 89.55293
[1] "Iteration" "37"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91313396  0.122134275
[2,] 0.00000000  0.000000000
[3,] 0.04887644  0.005562394
[4,] 2.00877909 -0.099371574
[1] "Weights"
[1] 13.29430  1.00000 50.99955 38.70615
[1] "Cost"
[1] 89.54466
[1] "Iteration" "38"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9141304  0.124511853
[2,] 0.0000000  0.000000000
[3,] 0.0488765  0.005562393
[4,] 2.0078957 -0.098816032
[1] "Weights"
[1] 13.06961  1.00000 50.99955 38.93083
[1] "Cost"
[1] 89.53588
[1] "Iteration" "39"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91518968  0.127011028
[2,] 0.00000000  0.000000000
[3,] 0.04887657  0.005562391
[4,] 2.00700200 -0.098244993
[1] "Weights"
[1] 12.83954  1.00000 50.99956 39.16090
[1] "Cost"
[1] 89.5265
[1] "Iteration" "40"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91631862  0.129649373
[2,] 0.00000000  0.000000000
[3,] 0.04887664  0.005562389
[4,] 2.00609659 -0.097657349
[1] "Weights"
[1] 12.60346  1.00000 50.99957 39.39697
[1] "Cost"
[1] 89.51645
[1] "Iteration" "41"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91752556  0.132446461
[2,] 0.00000000  0.000000000
[3,] 0.04887671  0.005562387
[4,] 2.00517798 -0.097051747
[1] "Weights"
[1] 12.36071  1.00000 50.99957 39.63971
[1] "Cost"
[1] 89.5056
[1] "Iteration" "42"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.91882036  0.135424440
[2,] 0.00000000  0.000000000
[3,] 0.04887678  0.005562385
[4,] 2.00424461 -0.096426612
[1] "Weights"
[1] 12.11060  1.00000 50.99958 39.88982
[1] "Cost"
[1] 89.49382
[1] "Iteration" "43"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92021469  0.138608707
[2,] 0.00000000  0.000000000
[3,] 0.04887686  0.005562383
[4,] 2.00329493 -0.095780149
[1] "Weights"
[1] 11.85240  1.00000 50.99959 40.14802
[1] "Cost"
[1] 89.48096
[1] "Iteration" "44"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92172242  0.142028728
[2,] 0.00000000  0.000000000
[3,] 0.04887693  0.005562381
[4,] 2.00232731 -0.095110347
[1] "Weights"
[1] 11.58531  1.00000 50.99959 40.41510
[1] "Cost"
[1] 89.46685
[1] "Iteration" "45"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92336008  0.145719054
[2,] 0.00000000  0.000000000
[3,] 0.04887701  0.005562379
[4,] 2.00134013 -0.094414977
[1] "Weights"
[1] 11.30849  1.00000 50.99960 40.69191
[1] "Cost"
[1] 89.45125
[1] "Iteration" "46"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92514749  0.149720612
[2,] 0.00000000  0.000000000
[3,] 0.04887709  0.005562377
[4,] 2.00033176 -0.093691594
[1] "Weights"
[1] 11.02106  1.00000 50.99961 40.97933
[1] "Cost"
[1] 89.43388
[1] "Iteration" "47"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92710854  0.154082380
[2,] 0.00000000  0.000000000
[3,] 0.04887718  0.005562375
[4,] 1.99930062 -0.092937546
[1] "Weights"
[1] 10.72207  1.00000 50.99962 41.27831
[1] "Cost"
[1] 89.41442
[1] "Iteration" "48"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.92927219  0.158863586
[2,] 0.00000000  0.000000000
[3,] 0.04887727  0.005562373
[4,] 1.99824517 -0.092150000
[1] "Weights"
[1] 10.41051  1.00000 50.99962 41.58986
[1] "Cost"
[1] 89.39242
[1] "Iteration" "49"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.93167375  0.16413666
[2,] 0.00000000  0.00000000
[3,] 0.04887736  0.00556237
[4,] 1.99716405 -0.09132601
[1] "Weights"
[1] 10.08534  1.00000 50.99963 41.91503
[1] "Cost"
[1] 89.36735
[1] "Iteration" "50"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.93435643  0.169991238
[2,] 0.00000000  0.000000000
[3,] 0.04887745  0.005562368
[4,] 1.99605618 -0.090462637
[1] "Weights"
[1]  9.745484  1.000000 50.999641 42.254875
[1] "Cost"
[1] 89.33849
[1] "Iteration" "51"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.93737313  0.176539692
[2,] 0.00000000  0.000000000
[3,] 0.04887755  0.005562365
[4,] 1.99492099 -0.089557225
[1] "Weights"
[1]  9.389886  1.000000 50.999650 42.610465
[1] "Cost"
[1] 89.3049
[1] "Iteration" "52"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.94078822  0.183924812
[2,] 0.00000000  0.000000000
[3,] 0.04887765  0.005562362
[4,] 1.99375882 -0.088607881
[1] "Weights"
[1]  9.017584  1.000000 50.999659 42.982757
[1] "Cost"
[1] 89.2653
[1] "Iteration" "53"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.94467843  0.19233053
[2,] 0.00000000  0.00000000
[3,] 0.04887776  0.00556236
[4,] 1.99257166 -0.08761443
[1] "Weights"
[1]  8.627853  1.000000 50.999669 43.372479
[1] "Cost"
[1] 89.21797
[1] "Iteration" "54"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.94913060  0.201996535
[2,] 0.00000000  0.000000000
[3,] 0.04887787  0.005562357
[4,] 1.99136453 -0.086580155
[1] "Weights"
[1]  8.220483  1.000000 50.999679 43.779838
[1] "Cost"
[1] 89.16039
[1] "Iteration" "55"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.95423064  0.213236760
[2,] 0.00000000  0.000000000
[3,] 0.04887798  0.005562354
[4,] 1.99014800 -0.085515103
[1] "Weights"
[1]  7.796303  1.000000 50.999689 44.204008
[1] "Cost"
[1] 89.08902
[1] "Iteration" "56"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 1.9600305  0.22645689
[2,] 0.0000000  0.00000000
[3,] 0.0488781  0.00556235
[4,] 1.9889428 -0.08444175
[1] "Weights"
[1]  7.358143  1.000000 50.999700 44.642158
[1] "Cost"
[1] 88.99886
[1] "Iteration" "57"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.96646892  0.242149559
[2,] 0.00000000  0.000000000
[3,] 0.04887822  0.005562347
[4,] 1.98778757 -0.083403603
[1] "Weights"
[1]  6.912484  1.000000 50.999711 45.087805
[1] "Cost"
[1] 88.88345
[1] "Iteration" "58"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.97322448  0.260799972
[2,] 0.00000000  0.000000000
[3,] 0.04887835  0.005562344
[4,] 1.98674684 -0.082472439
[1] "Weights"
[1]  6.47165  1.00000 50.99972 45.52863
[1] "Cost"
[1] 88.73715
[1] "Iteration" "59"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.97957447  0.28255939
[2,] 0.00000000  0.00000000
[3,] 0.04887848  0.00556234
[4,] 1.98590774 -0.08173549
[1] "Weights"
[1]  6.054741  1.000000 50.999735 45.945524
[1] "Cost"
[1] 88.56292
[1] "Iteration" "60"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98458134  0.306617318
[2,] 0.00000000  0.000000000
[3,] 0.04887862  0.005562336
[4,] 1.98533887 -0.081235038
[1] "Weights"
[1]  5.683203  1.000000 50.999748 46.317049
[1] "Cost"
[1] 88.38253
[1] "Iteration" "61"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98778138  0.330839202
[2,] 0.00000000  0.000000000
[3,] 0.04887876  0.005562333
[4,] 1.98502758 -0.080905830
[1] "Weights"
[1]  5.371466  1.000000 50.999760 46.628774
[1] "Cost"
[1] 88.2275
[1] "Iteration" "62"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98953974  0.352690857
[2,] 0.00000000  0.000000000
[3,] 0.04887889  0.005562329
[4,] 1.98488499 -0.080630479
[1] "Weights"
[1]  5.122025  1.000000 50.999772 46.878203
[1] "Cost"
[1] 88.1132
[1] "Iteration" "63"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
         [,1]         [,2]
[1,] 1.990530  0.370734391
[2,] 0.000000  0.000000000
[3,] 0.048879  0.005562326
[4,] 1.984821 -0.080337705
[1] "Weights"
[1]  4.927362  1.000000 50.999782 47.072856
[1] "Cost"
[1] 88.03661
[1] "Iteration" "64"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99120953  0.384944802
[2,] 0.00000000  0.000000000
[3,] 0.04887909  0.005562324
[4,] 1.98478420 -0.080010607
[1] "Weights"
[1]  4.774921  1.000000 50.999790 47.225289
[1] "Cost"
[1] 87.98858
[1] "Iteration" "65"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99176712  0.396072723
[2,] 0.00000000  0.000000000
[3,] 0.04887916  0.005562322
[4,] 1.98475749 -0.079655707
[1] "Weights"
[1]  4.652138  1.000000 50.999796 47.348065
[1] "Cost"
[1] 87.95944
[1] "Iteration" "66"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.99226378  0.40500822
[2,] 0.00000000  0.00000000
[3,] 0.04887921  0.00556232
[4,] 1.98473524 -0.07928418
[1] "Weights"
[1]  4.5492  1.0000 50.9998 47.4510
[1] "Cost"
[1] 87.94127
[1] "Iteration" "67"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99272251  0.412474429
[2,] 0.00000000  0.000000000
[3,] 0.04887926  0.005562319
[4,] 1.98471579 -0.078905828
[1] "Weights"
[1]  4.459507  1.000000 50.999805 47.540687
[1] "Cost"
[1] 87.92888
[1] "Iteration" "68"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9931548  0.418970534
[2,] 0.0000000  0.000000000
[3,] 0.0488793  0.005562318
[4,] 1.9846984 -0.078528194
[1] "Weights"
[1]  4.379008  1.000000 50.999809 47.621183
[1] "Cost"
[1] 87.91951
[1] "Iteration" "69"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99356589  0.424815606
[2,] 0.00000000  0.000000000
[3,] 0.04887934  0.005562317
[4,] 1.98468274 -0.078156791
[1] "Weights"
[1]  4.305315  1.000000 50.999812 47.694873
[1] "Cost"
[1] 87.9118
[1] "Iteration" "70"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99395787  0.430208191
[2,] 0.00000000  0.000000000
[3,] 0.04887937  0.005562316
[4,] 1.98466867 -0.077795297
[1] "Weights"
[1]  4.237001  1.000000 50.999815 47.763184
[1] "Cost"
[1] 87.90513
[1] "Iteration" "71"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9943315  0.435273156
[2,] 0.0000000  0.000000000
[3,] 0.0488794  0.005562315
[4,] 1.9846561 -0.077445788
[1] "Weights"
[1]  4.173147  1.000000 50.999818 47.827035
[1] "Cost"
[1] 87.89914
[1] "Iteration" "72"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99468739  0.440092517
[2,] 0.00000000  0.000000000
[3,] 0.04887943  0.005562314
[4,] 1.98464495 -0.077109036
[1] "Weights"
[1]  4.11309  1.00000 50.99982 47.88709
[1] "Cost"
[1] 87.89365
[1] "Iteration" "73"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99502659  0.444724062
[2,] 0.00000000  0.000000000
[3,] 0.04887945  0.005562313
[4,] 1.98463508 -0.076784855
[1] "Weights"
[1]  4.056297  1.000000 50.999823 47.943881
[1] "Cost"
[1] 87.8885
[1] "Iteration" "74"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99535043  0.449212109
[2,] 0.00000000  0.000000000
[3,] 0.04887948  0.005562313
[4,] 1.98462640 -0.076472406
[1] "Weights"
[1]  4.002302  1.000000 50.999825 47.997873
[1] "Cost"
[1] 87.88359
[1] "Iteration" "75"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9956605  0.453593581
[2,] 0.0000000  0.000000000
[3,] 0.0488795  0.005562312
[4,] 1.9846188 -0.076170431
[1] "Weights"
[1]  3.950682  1.000000 50.999827 48.049491
[1] "Cost"
[1] 87.87882
[1] "Iteration" "76"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99595863  0.457901417
[2,] 0.00000000  0.000000000
[3,] 0.04887952  0.005562311
[4,] 1.98461212 -0.075877418
[1] "Weights"
[1]  3.901042  1.000000 50.999829 48.099129
[1] "Cost"
[1] 87.8741
[1] "Iteration" "77"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99624670  0.462166473
[2,] 0.00000000  0.000000000
[3,] 0.04887954  0.005562311
[4,] 1.98460630 -0.075591711
[1] "Weights"
[1]  3.85301  1.00000 50.99983 48.14716
[1] "Cost"
[1] 87.86935
[1] "Iteration" "78"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.99652674  0.46641853
[2,] 0.00000000  0.00000000
[3,] 0.04887956  0.00556231
[4,] 1.98460124 -0.07531158
[1] "Weights"
[1]  3.806237  1.000000 50.999832 48.193930
[1] "Cost"
[1] 87.86446
[1] "Iteration" "79"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.99680094  0.47068671
[2,] 0.00000000  0.00000000
[3,] 0.04887958  0.00556231
[4,] 1.98459685 -0.07503526
[1] "Weights"
[1]  3.760394  1.000000 50.999834 48.239772
[1] "Cost"
[1] 87.85933
[1] "Iteration" "80"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9970717  0.474999198
[2,] 0.0000000  0.000000000
[3,] 0.0488796  0.005562309
[4,] 1.9845930 -0.074760994
[1] "Weights"
[1]  3.715174  1.000000 50.999836 48.284990
[1] "Cost"
[1] 87.85382
[1] "Iteration" "81"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99734184  0.479382303
[2,] 0.00000000  0.000000000
[3,] 0.04887961  0.005562309
[4,] 1.98458966 -0.074487067
[1] "Weights"
[1]  3.670302  1.000000 50.999837 48.329860
[1] "Cost"
[1] 87.84776
[1] "Iteration" "82"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99761478  0.483858128
[2,] 0.00000000  0.000000000
[3,] 0.04887963  0.005562308
[4,] 1.98458663 -0.074211881
[1] "Weights"
[1]  3.625548  1.000000 50.999839 48.374613
[1] "Cost"
[1] 87.84097
[1] "Iteration" "83"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99789500  0.488440367
[2,] 0.00000000  0.000000000
[3,] 0.04887965  0.005562308
[4,] 1.98458373 -0.073934058
[1] "Weights"
[1]  3.580752  1.000000 50.999841 48.419407
[1] "Cost"
[1] 87.83319
[1] "Iteration" "84"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99818868  0.493127145
[2,] 0.00000000  0.000000000
[3,] 0.04887967  0.005562307
[4,] 1.98458068 -0.073652624
[1] "Weights"
[1]  3.535866  1.000000 50.999842 48.464292
[1] "Cost"
[1] 87.82411
[1] "Iteration" "85"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99850473  0.497890242
[2,] 0.00000000  0.000000000
[3,] 0.04887968  0.005562307
[4,] 1.98457700 -0.073367273
[1] "Weights"
[1]  3.491014  1.000000 50.999844 48.509142
[1] "Cost"
[1] 87.81343
[1] "Iteration" "86"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9988561  0.502661650
[2,] 0.0000000  0.000000000
[3,] 0.0488797  0.005562306
[4,] 1.9845720 -0.073078683
[1] "Weights"
[1]  3.446557  1.000000 50.999845 48.553597
[1] "Cost"
[1] 87.80088
[1] "Iteration" "87"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99926105  0.507323255
[2,] 0.00000000  0.000000000
[3,] 0.04887972  0.005562306
[4,] 1.98456462 -0.072788780
[1] "Weights"
[1]  3.403135  1.000000 50.999847 48.597019
[1] "Cost"
[1] 87.78646
[1] "Iteration" "88"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99974235  0.511713450
[2,] 0.00000000  0.000000000
[3,] 0.04887973  0.005562305
[4,] 1.98455362 -0.072500691
[1] "Weights"
[1]  3.361606  1.000000 50.999848 48.638546
[1] "Cost"
[1] 87.7707
[1] "Iteration" "89"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00032187  0.515666986
[2,] 0.00000000  0.000000000
[3,] 0.04887975  0.005562305
[4,] 1.98453778 -0.072218238
[1] "Weights"
[1]  3.322837  1.000000 50.999850 48.677313
[1] "Cost"
[1] 87.7548
[1] "Iteration" "90"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00100811  0.519081319
[2,] 0.00000000  0.000000000
[3,] 0.04887976  0.005562304
[4,] 1.98451664 -0.071945181
[1] "Weights"
[1]  3.287392  1.000000 50.999851 48.712757
[1] "Cost"
[1] 87.7404
[1] "Iteration" "91"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00178410  0.521959446
[2,] 0.00000000  0.000000000
[3,] 0.04887978  0.005562304
[4,] 1.98449108 -0.071684777
[1] "Weights"
[1]  3.255374  1.000000 50.999852 48.744774
[1] "Cost"
[1] 87.72866
[1] "Iteration" "92"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00260990  0.524385301
[2,] 0.00000000  0.000000000
[3,] 0.04887979  0.005562304
[4,] 1.98446306 -0.071439638
[1] "Weights"
[1]  3.226549  1.000000 50.999853 48.773598
[1] "Cost"
[1] 87.71982
[1] "Iteration" "93"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 2.0034410  0.526462641
[2,] 0.0000000  0.000000000
[3,] 0.0488798  0.005562303
[4,] 1.9844347 -0.071211536
[1] "Weights"
[1]  3.200578  1.000000 50.999854 48.799568
[1] "Cost"
[1] 87.71334
[1] "Iteration" "94"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00424472  0.528276121
[2,] 0.00000000  0.000000000
[3,] 0.04887981  0.005562303
[4,] 1.98440744 -0.071001297
[1] "Weights"
[1]  3.17715  1.00000 50.99985 48.82300
[1] "Cost"
[1] 87.70852
[1] "Iteration" "95"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00500402  0.529885190
[2,] 0.00000000  0.000000000
[3,] 0.04887981  0.005562303
[4,] 1.98438202 -0.070808887
[1] "Weights"
[1]  3.15600  1.00000 50.99986 48.84414
[1] "Cost"
[1] 87.7048
[1] "Iteration" "96"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00571338  0.531331119
[2,] 0.00000000  0.000000000
[3,] 0.04887982  0.005562302
[4,] 1.98435861 -0.070633559
[1] "Weights"
[1]  3.136887  1.000000 50.999856 48.863257
[1] "Cost"
[1] 87.70179
[1] "Iteration" "97"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00637381  0.532643927
[2,] 0.00000000  0.000000000
[3,] 0.04887983  0.005562302
[4,] 1.98433711 -0.070474035
[1] "Weights"
[1]  3.119576  1.000000 50.999857 48.880568
[1] "Cost"
[1] 87.69926
[1] "Iteration" "98"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00698921  0.533846500
[2,] 0.00000000  0.000000000
[3,] 0.04887983  0.005562302
[4,] 1.98431734 -0.070328754
[1] "Weights"
[1]  3.103844  1.000000 50.999857 48.896299
[1] "Cost"
[1] 87.69708
[1] "Iteration" "99"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00756437  0.534956696
[2,] 0.00000000  0.000000000
[3,] 0.04887984  0.005562302
[4,] 1.98429907 -0.070196095
[1] "Weights"
[1]  3.089484  1.000000 50.999858 48.910658
[1] "Cost"
[1] 87.69513
[1] "Iteration" "100"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00810389  0.535988483
[2,] 0.00000000  0.000000000
[3,] 0.04887984  0.005562302
[4,] 1.98428210 -0.070074549
[1] "Weights"
[1]  3.076319  1.000000 50.999858 48.923823
[1] "Cost"
[1] 87.69337
[1] "Iteration" "101"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00861173  0.536952630
[2,] 0.00000000  0.000000000
[3,] 0.04887985  0.005562302
[4,] 1.98426627 -0.069962812
[1] "Weights"
[1]  3.064198  1.000000 50.999859 48.935944
[1] "Cost"
[1] 87.69175
[1] "Iteration" "102"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00909102  0.537857232
[2,] 0.00000000  0.000000000
[3,] 0.04887985  0.005562302
[4,] 1.98425145 -0.069859816
[1] "Weights"
[1]  3.053001  1.000000 50.999859 48.947140
[1] "Cost"
[1] 87.69023
[1] "Iteration" "103"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00954406  0.538708140
[2,] 0.00000000  0.000000000
[3,] 0.04887986  0.005562301
[4,] 1.98423753 -0.069764733
[1] "Weights"
[1]  3.042638  1.000000 50.999859 48.957503
[1] "Cost"
[1] 87.6888
[1] "Iteration" "104"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00997235  0.539509332
[2,] 0.00000000  0.000000000
[3,] 0.04887986  0.005562301
[4,] 1.98422445 -0.069676944
[1] "Weights"
[1]  3.03304  1.00000 50.99986 48.96710
[1] "Cost"
[1] 87.68744
[1] "Iteration" "105"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01037676  0.540263269
[2,] 0.00000000  0.000000000
[3,] 0.04887986  0.005562301
[4,] 1.98421217 -0.069596003
[1] "Weights"
[1]  3.024161  1.000000 50.999860 48.975979
[1] "Cost"
[1] 87.68614
[1] "Iteration" "106"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01075760  0.540971219
[2,] 0.00000000  0.000000000
[3,] 0.04887987  0.005562301
[4,] 1.98420064 -0.069521603
[1] "Weights"
[1]  3.015967  1.000000 50.999860 48.984173
[1] "Cost"
[1] 87.68492
[1] "Iteration" "107"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01111480  0.541633581
[2,] 0.00000000  0.000000000
[3,] 0.04887987  0.005562301
[4,] 1.98418987 -0.069453531
[1] "Weights"
[1]  3.008437  1.000000 50.999860 48.991703
[1] "Cost"
[1] 87.68376
[1] "Iteration" "108"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01144802  0.542250203
[2,] 0.00000000  0.000000000
[3,] 0.04887987  0.005562301
[4,] 1.98417984 -0.069391625
[1] "Weights"
[1]  3.001555  1.000000 50.999861 48.998585
[1] "Cost"
[1] 87.68267
[1] "Iteration" "109"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01175687  0.542820696
[2,] 0.00000000  0.000000000
[3,] 0.04887987  0.005562301
[4,] 1.98417056 -0.069335743
[1] "Weights"
[1]  2.995308  1.000000 50.999861 49.004831
[1] "Cost"
[1] 87.68166
[1] "Iteration" "110"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01204100  0.543344718
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98416203 -0.069285728
[1] "Weights"
[1]  2.989682  1.000000 50.999861 49.010457
[1] "Cost"
[1] 87.68074
[1] "Iteration" "111"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01230026  0.543822233
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98415423 -0.069241379
[1] "Weights"
[1]  2.984659  1.000000 50.999861 49.015479
[1] "Cost"
[1] 87.6799
[1] "Iteration" "112"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01253478  0.544253697
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98414717 -0.069202442
[1] "Weights"
[1]  2.980216  1.000000 50.999861 49.019923
[1] "Cost"
[1] 87.67915
[1] "Iteration" "113"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01274505  0.544640175
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98414083 -0.069168596
[1] "Weights"
[1]  2.976321  1.000000 50.999861 49.023817
[1] "Cost"
[1] 87.6785
[1] "Iteration" "114"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01293194  0.544983374
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98413517 -0.069139465
[1] "Weights"
[1]  2.972939  1.000000 50.999862 49.027199
[1] "Cost"
[1] 87.67795
[1] "Iteration" "115"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01309664  0.545285603
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98413016 -0.069114623
[1] "Weights"
[1]  2.970027  1.000000 50.999862 49.030112
[1] "Cost"
[1] 87.67748
[1] "Iteration" "116"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.01324064  0.545549659
[2,] 0.00000000  0.000000000
[3,] 0.04887988  0.005562301
[4,] 1.98412577 -0.069093621
[1] "Weights"
[1]  2.967539  1.000000 50.999862 49.032599
[1] "Cost"
[1] 87.6771
[1] "Iteration" "117"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]       [,2]
[1,] 2.01336560  0.5457787
[2,] 0.00000000  0.0000000
[3,] 0.04887988  0.0055623
[4,] 1.98412194 -0.0690760
[1] "Weights"
[1]  2.965430  1.000000 50.999862 49.034709
[1] "Cost"
[1] 87.67679
[1] "Iteration" "118"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]       [,2]
[1,] 2.01347335  0.5459761
[2,] 0.00000000  0.0000000
[3,] 0.04887989  0.0055623
[4,] 1.98411862 -0.0690613
[1] "Weights"
[1]  2.963651  1.000000 50.999862 49.036487
[1] "Cost"
[1] 87.67654
[1] "Iteration" "119"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 2.01356570  0.54614515
[2,] 0.00000000  0.00000000
[3,] 0.04887989  0.00556230
[4,] 1.98411576 -0.06904911
[1] "Weights"
[1]  2.962160  1.000000 50.999862 49.037979
[1] "Cost"
[1] 87.67635
[1] "Iteration" "120"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 2.01364445  0.54628929
[2,] 0.00000000  0.00000000
[3,] 0.04887989  0.00556230
[4,] 1.98411331 -0.06903904
[1] "Weights"
[1]  2.960914  1.000000 50.999862 49.039225
[1] "Cost"
[1] 87.6762
[1] "Iteration" "121"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 2.01371131  0.54641163
[2,] 0.00000000  0.00000000
[3,] 0.04887989  0.00556230
[4,] 1.98411122 -0.06903074
[1] "Weights"
[1]  2.959876  1.000000 50.999862 49.040262
[1] "Cost"
[1] 87.67609
[1] "Iteration" "122"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 2.01376787  0.54651508
[2,] 0.00000000  0.00000000
[3,] 0.04887989  0.00556230
[4,] 1.98410945 -0.06902391
[1] "Weights"
[1]  2.959014  1.000000 50.999862 49.041124
[1] "Cost"
[1] 87.676
[1] "Iteration" "123"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]       [,2]
[1,] 2.01381557  0.5466023
[2,] 0.00000000  0.0000000
[3,] 0.04887989  0.0055623
[4,] 1.98410795 -0.0690183
[1] "Weights"
[1]  2.958299  1.000000 50.999862 49.041839
[1] "Cost"
[1] 87.67595
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.3487558  0.009310292
[2,] 1.6650479 -0.014231455
[3,] 1.4005956 -0.030321753
[4,] 1.2941371 -0.061004494
[1] "Weights"
[1] 39.12320 16.77113 24.30353 23.80214
[1] "Cost"
[1] 199.9250
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.2655434  0.008708124
[2,] 1.7814507 -0.028477861
[3,] 1.4906109 -0.034611572
[4,] 1.3840335 -0.049839899
[1] "Weights"
[1] 41.19903 15.60787 24.05780 23.13530
[1] "Cost"
[1] 177.2124
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 0.1327114  0.01307312
[2,] 1.9198014 -0.03181780
[3,] 1.5873834 -0.03986504
[4,] 1.4703287 -0.05279231
[1] "Weights"
[1] 41.99563 16.28851 23.52080 22.19506
[1] "Cost"
[1] 167.0506
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.04454937  0.01141548
[2,] 1.99702166 -0.02999349
[3,] 1.71878451 -0.04488150
[4,] 1.58811728 -0.05629239
[1] "Weights"
[1] 44.56641 19.42412 20.95304 19.05643
[1] "Cost"
[1] 138.3315
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.03828608  0.006841827
[2,] 1.99939419 -0.025794239
[3,] 1.85934136 -0.054473763
[4,] 1.72220318 -0.061881018
[1] "Weights"
[1] 48.11112 25.01389 16.75130 14.12369
[1] "Cost"
[1] 123.9654
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04157451  0.005831948
[2,] 1.99168480 -0.023449556
[3,] 1.95459756 -0.069088016
[4,] 1.82391715 -0.072520405
[1] "Weights"
[1] 49.92620 29.66111 14.08110 10.33160
[1] "Cost"
[1] 117.2129
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04605391  0.005660065
[2,] 1.98423041 -0.020779277
[3,] 1.99797414 -0.081718341
[4,] 1.89663778 -0.086969016
[1] "Weights"
[1] 50.672274 32.193047 13.172054  7.962625
[1] "Cost"
[1] 114.4683
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04807116  0.005588488
[2,] 1.97775551 -0.017825666
[3,] 2.01887928 -0.092082139
[4,] 1.93375193 -0.102325338
[1] "Weights"
[1] 50.915699 33.612484 13.004294  6.467522
[1] "Cost"
[1] 113.5013
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.04861497  0.00557071
[2,] 1.97263425 -0.01553232
[3,] 2.03105430 -0.10169324
[4,] 1.94715255 -0.11558089
[1] "Weights"
[1] 50.97362 34.67556 13.04524  5.30557
[1] "Cost"
[1] 112.9728
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04873619  0.005567063
[2,] 1.96909715 -0.014191720
[3,] 2.03873455 -0.110836376
[4,] 1.95139131 -0.126660120
[1] "Weights"
[1] 50.985786 35.651674 13.138848  4.223692
[1] "Cost"
[1] 112.452
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04876905  0.005566378
[2,] 1.96693065 -0.013734395
[3,] 2.04331858 -0.119584841
[4,] 1.95023312 -0.135795104
[1] "Weights"
[1] 50.988865 36.613772 13.259965  3.137398
[1] "Cost"
[1] 111.6931
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04878138  0.005566785
[2,] 1.96587675 -0.013902626
[3,] 2.04500023 -0.127978932
[4,] 1.94137919 -0.141075478
[1] "Weights"
[1] 50.989572 37.544311 13.391867  2.074250
[1] "Cost"
[1] 110.2379
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04881147  0.005566933
[2,] 1.96580606 -0.014075120
[3,] 2.04403679 -0.135712846
[4,] 1.90052812 -0.128926443
[1] "Weights"
[1] 50.991111 38.321753 13.452345  1.234792
[1] "Cost"
[1] 106.2324
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04886383  0.005562743
[2,] 1.96654006 -0.013381593
[3,] 2.04269322 -0.141858497
[4,] 0.08979222 -0.007878997
[1] "Weights"
[1] 50.998344 38.732693 13.268818  1.000144
[1] "Cost"
[1] 91.3238
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.04886338  0.00556278
[2,] 1.96740161 -0.01282700
[3,] 2.04186974 -0.14686143
[4,] 0.00000000  0.00000000
[1] "Weights"
[1] 50.99834 39.03463 12.96703  1.00000
[1] "Cost"
[1] 91.13252
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04886376  0.005562776
[2,] 1.96818189 -0.012683255
[3,] 2.04145143 -0.151208987
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99837 39.37070 12.63093  1.00000
[1] "Cost"
[1] 91.1085
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04886399  0.005562776
[2,] 1.96892474 -0.012872523
[3,] 2.04128780 -0.155074511
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99839 39.73792 12.26369  1.00000
[1] "Cost"
[1] 91.08366
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.04886406  0.00556278
[2,] 1.96967418 -0.01334806
[3,] 2.04124648 -0.15858460
[4,] 0.00000000  0.00000000
[1] "Weights"
[1] 50.99840 40.13697 11.86463  1.00000
[1] "Cost"
[1] 91.05648
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
         [,1]         [,2]
[1,] 0.048864  0.005562789
[2,] 1.970465 -0.014079029
[3,] 2.041213 -0.161831912
[4,] 0.000000  0.000000000
[1] "Weights"
[1] 50.99839 40.56938 11.43223  1.00000
[1] "Cost"
[1] 91.02561
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04886378  0.005562804
[2,] 1.97132259 -0.015045911
[3,] 2.04108483 -0.164884687
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99837 41.03727 10.96435  1.00000
[1] "Cost"
[1] 90.98964
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.0488634  0.005562824
[2,] 1.9722682 -0.016237687
[3,] 2.0407580 -0.167792688
[4,] 0.0000000  0.000000000
[1] "Weights"
[1] 50.99834 41.54334 10.45832  1.00000
[1] "Cost"
[1] 90.94694
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04886283  0.005562853
[2,] 1.97331718 -0.017649981
[3,] 2.04011894 -0.170590817
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99828 42.09083  9.91089  1.00000
[1] "Cost"
[1] 90.89544
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
         [,1]         [,2]
[1,] 0.048862  0.005562893
[2,] 1.974482 -0.019283733
[3,] 2.039027 -0.173300898
[4,] 0.000000  0.000000000
[1] "Weights"
[1] 50.998200 42.683581  9.318219  1.000000
[1] "Cost"
[1] 90.83235
[1] "Iteration" "23"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04886083  0.005562948
[2,] 1.97577213 -0.021144177
[3,] 2.03729359 -0.175931883
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99809 43.32609  8.67582  1.00000
[1] "Cost"
[1] 90.75379
[1] "Iteration" "24"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.0488592  0.005563026
[2,] 1.9771932 -0.023239815
[3,] 2.0346466 -0.178478370
[4,] 0.0000000  0.000000000
[1] "Weights"
[1] 50.997932 44.023545  7.978523  1.000000
[1] "Cost"
[1] 90.65403
[1] "Iteration" "25"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04885691  0.005563139
[2,] 1.97874422 -0.025580976
[3,] 2.03067883 -0.180916818
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.997710 44.781759  7.220531  1.000000
[1] "Cost"
[1] 90.52428
[1] "Iteration" "26"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04885361  0.005563311
[2,] 1.98041028 -0.028177173
[3,] 2.02475689 -0.183197906
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99739 45.60686  6.39575  1.00000
[1] "Cost"
[1] 90.35027
[1] "Iteration" "27"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04884879  0.005563585
[2,] 1.98214787 -0.031031746
[3,] 2.01586736 -0.185230708
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.996912 46.504271  5.498817  1.000000
[1] "Cost"
[1] 90.10723
[1] "Iteration" "28"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04884153  0.005564055
[2,] 1.98385492 -0.034130520
[3,] 2.00235146 -0.186844170
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.996178 47.475921  4.527901  1.000000
[1] "Cost"
[1] 89.74804
[1] "Iteration" "29"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04883055  0.005564941
[2,] 1.98531637 -0.037416845
[3,] 1.98147496 -0.187663241
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.995015 48.512923  3.492063  1.000000
[1] "Cost"
[1] 89.17044
[1] "Iteration" "30"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04881563  0.005566794
[2,] 1.98613669 -0.040730112
[3,] 1.94883335 -0.186536449
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.993218 49.575075  2.431707  1.000000
[1] "Cost"
[1] 88.09968
[1] "Iteration" "31"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04881127  0.005570385
[2,] 1.98588332 -0.043613611
[3,] 1.89485594 -0.177428492
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.991537 50.525322  1.483141  1.000000
[1] "Cost"
[1] 85.50279
[1] "Iteration" "32"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04887359  0.005564167
[2,] 1.98529081 -0.044888542
[3,] 1.57674707 -0.104801213
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.997852 50.987196  1.014952  1.000000
[1] "Cost"
[1] 75.29534
[1] "Iteration" "33"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 4.888057e-02  5.562278e-03
[2,] 1.985273e+00 -4.490698e-02
[3,] 3.473632e-51  7.311935e-52
[4,] 0.000000e+00  0.000000e+00
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "34"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "35"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "36"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "37"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "38"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "39"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "40"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "41"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "42"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "43"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04888057  0.005562278
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 50.99992 51.00008  1.00000  1.00000
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3259698 -0.027053630
[2,] 1.1594539 -0.024465157
[3,] 0.7006296 -0.022983811
[4,] 0.5104692  0.007259913
[1] "Weights"
[1] 35.06313 30.57543 20.37778 17.98366
[1] "Cost"
[1] 201.7413
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3160291 -0.031483730
[2,] 1.1415990 -0.025202238
[3,] 0.6837058 -0.011503300
[4,] 0.4559619  0.009569946
[1] "Weights"
[1] 37.15556 31.50136 18.99977 16.34332
[1] "Cost"
[1] 181.7647
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3248286 -0.037641897
[2,] 1.1414309 -0.027324255
[3,] 0.6791517 -0.002942123
[4,] 0.3855538  0.021516008
[1] "Weights"
[1] 38.00225 31.82506 18.35048 15.82221
[1] "Cost"
[1] 181.1210
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.3421850 -0.042978876
[2,] 1.1484673 -0.028884678
[3,] 0.6798457  0.004701895
[4,] 0.2876612  0.031939627
[1] "Weights"
[1] 38.66666 31.97670 17.70980 15.64685
[1] "Cost"
[1] 180.5247
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 1.3706514 -0.04724409
[2,] 1.1655202 -0.02974867
[3,] 0.6920357  0.01125007
[4,] 0.1567928  0.03843800
[1] "Weights"
[1] 39.18982 31.91100 16.85773 16.04145
[1] "Cost"
[1] 178.7031
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.42404189 -0.05109794
[2,] 1.20783079 -0.03066080
[3,] 0.73546562  0.01585913
[4,] 0.04330614  0.03786185
[1] "Weights"
[1] 38.98526 31.03147 15.38135 18.60192
[1] "Cost"
[1] 171.1757
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.54344520 -0.05505811
[2,] 1.32290714 -0.03170166
[3,] 0.86670378  0.02053047
[4,] 0.02645706  0.02436229
[1] "Weights"
[1] 36.80868 28.02822 12.54035 26.62275
[1] "Cost"
[1] 159.7011
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.71558549 -0.05680080
[2,] 1.49384229 -0.02845353
[3,] 1.07822115  0.03655290
[4,] 0.02736193  0.00769745
[1] "Weights"
[1] 34.250014 24.143582  9.464461 36.141943
[1] "Cost"
[1] 149.0935
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.88242986 -0.059722829
[2,] 1.65448096 -0.023624380
[3,] 1.25642262  0.062788029
[4,] 0.03010522  0.001267963
[1] "Weights"
[1] 33.338167 20.437734  6.886582 43.337517
[1] "Cost"
[1] 137.9722
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.97775642 -0.061765933
[2,] 1.77871952 -0.017971813
[3,] 1.33467457  0.094250398
[4,] 0.03617435  0.002175043
[1] "Weights"
[1] 35.451696 16.266965  4.537389 47.743950
[1] "Cost"
[1] 122.3996
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99273056 -0.055872588
[2,] 1.86674931 -0.017456119
[3,] 1.31120310  0.112365527
[4,] 0.04243266  0.004042743
[1] "Weights"
[1] 39.461247 12.192614  2.601903 49.744236
[1] "Cost"
[1] 113.2306
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.99380131 -0.04870490
[2,] 1.92191316 -0.02948532
[3,] 1.22779899  0.09576238
[4,] 0.04730859  0.00520040
[1] "Weights"
[1] 42.204184  9.699050  1.392711 50.704055
[1] "Cost"
[1] 107.3181
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9919065 -0.044813881
[2,] 1.9413412 -0.045360310
[3,] 0.4167440  0.047499267
[4,] 0.0486892  0.005560899
[1] "Weights"
[1] 43.925536  8.091524  1.002951 50.979989
[1] "Cost"
[1] 93.42118
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
              [,1]           [,2]
[1,]  1.989743e+00  -4.313707e-02
[2,]  1.949456e+00  -5.849674e-02
[3,] 8.181978e-177  1.246608e-177
[4,]  4.882326e-02   5.562912e-03
[1] "Weights"
[1] 45.259390  6.746132  1.000000 50.994478
[1] "Cost"
[1] 90.60046
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98810188 -0.042570769
[2,] 1.95532357 -0.068701843
[3,] 0.00000000  0.000000000
[4,] 0.04884589  0.005562744
[1] "Weights"
[1] 46.538490  5.464869  1.000000 50.996641
[1] "Cost"
[1] 90.15818
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98693507 -0.042766089
[2,] 1.95968325 -0.076171771
[3,] 0.00000000  0.000000000
[4,] 0.04885205  0.005562644
[1] "Weights"
[1] 47.801933  4.200857  1.000000 50.997209
[1] "Cost"
[1] 89.56534
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98616280 -0.043497785
[2,] 1.96142241 -0.079196812
[3,] 0.00000000  0.000000000
[4,] 0.04885213  0.005562509
[1] "Weights"
[1] 49.032745  2.970088  1.000000 50.997167
[1] "Cost"
[1] 88.62443
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9856707 -0.044443102
[2,] 1.9565293 -0.071251067
[3,] 0.0000000  0.000000000
[4,] 0.0488491  0.005561983
[1] "Weights"
[1] 50.144975  1.858339  1.000000 50.996686
[1] "Cost"
[1] 86.76369
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98533913 -0.044928597
[2,] 1.90940705 -0.033461117
[3,] 0.00000000  0.000000000
[4,] 0.04885898  0.005560421
[1] "Weights"
[1] 50.886991  1.116081  1.000000 50.996927
[1] "Cost"
[1] 81.2177
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 1.985273e+00 -4.490699e-02
[2,] 7.175038e-06  3.805060e-07
[3,] 0.000000e+00  0.000000e+00
[4,] 4.888059e-02  5.562277e-03
[1] "Weights"
[1] 51.00007  1.00000  1.00000 50.99993
[1] "Cost"
[1] 68.372
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "23"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "24"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "25"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "26"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "27"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "28"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "29"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1] 51.00008  1.00000  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.6700631 -0.022193669
[2,] 1.9061734 -0.065483750
[3,] 1.3519722  0.007378457
[4,] 0.5048614 -0.008128495
[1] "Weights"
[1] 29.06460 20.42324 23.85781 30.65435
[1] "Cost"
[1] 199.9745
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.6488449 -0.013379125
[2,] 2.0026850 -0.064176354
[3,] 1.3548789 -0.010377035
[4,] 0.4414451 -0.001505147
[1] "Weights"
[1] 28.79968 21.70325 22.31760 31.17947
[1] "Cost"
[1] 173.2926
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.5660065 -0.007525646
[2,] 2.0294562 -0.064329114
[3,] 1.2813698 -0.011139147
[4,] 0.3128901  0.005811355
[1] "Weights"
[1] 26.53370 28.14674 18.91949 30.40007
[1] "Cost"
[1] 162.3810
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.4573295 -0.005896366
[2,] 2.0246372 -0.054253860
[3,] 1.1700353 -0.013178995
[4,] 0.1583091  0.008384745
[1] "Weights"
[1] 23.07132 36.03247 14.73250 30.16371
[1] "Cost"
[1] 151.3536
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.36968820 -0.008330156
[2,] 2.01484266 -0.045961620
[3,] 1.10989159 -0.022180101
[4,] 0.05655447  0.008718576
[1] "Weights"
[1] 18.20395 42.14937 10.57109 33.07559
[1] "Cost"
[1] 132.8319
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.32003786 -0.006656327
[2,] 2.00781804 -0.042714041
[3,] 1.15962619 -0.035086166
[4,] 0.04280363  0.005711683
[1] "Weights"
[1] 12.091721 45.759985  6.727948 39.420345
[1] "Cost"
[1] 119.8190
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.28004070  0.005220131
[2,] 2.00095540 -0.042034455
[3,] 1.21074977 -0.049262294
[4,] 0.04231491  0.003014635
[1] "Weights"
[1]  7.949348 48.042531  4.152512 43.855609
[1] "Cost"
[1] 114.2311
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.25357311  0.019087603
[2,] 1.99422119 -0.042824169
[3,] 1.22686526 -0.064965005
[4,] 0.04346938  0.002726887
[1] "Weights"
[1]  5.324368 49.557028  2.460302 46.658302
[1] "Cost"
[1] 110.2869
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.23882389  0.032421933
[2,] 1.98876379 -0.044094526
[3,] 1.18965091 -0.064021525
[4,] 0.04563923  0.003374109
[1] "Weights"
[1]  3.460598 50.529378  1.371377 48.638647
[1] "Cost"
[1] 105.0446
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.23049106  0.0467515645
[2,] 1.98638743 -0.0447018566
[3,] 0.37112398 -0.0004997158
[4,] 0.04785218  0.0043631901
[1] "Weights"
[1]  2.053531 50.897154  1.002639 50.046676
[1] "Cost"
[1] 89.64004
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
              [,1]           [,2]
[1,]  3.094691e-01   5.400586e-02
[2,]  1.985526e+00  -4.488186e-02
[3,] 1.548629e-188  3.809863e-189
[4,]  4.885323e-02   5.330773e-03
[1] "Weights"
[1]  1.180660 50.969843  1.000000 50.849497
[1] "Cost"
[1] 82.35752
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]          [,2]
[1,] 0.001956777  0.0004467538
[2,] 1.985273410 -0.0449069903
[3,] 0.000000000  0.0000000000
[4,] 0.048880573  0.0055622735
[1] "Weights"
[1]  1.000009 51.000073  1.000000 50.999918
[1] "Cost"
[1] 68.38428
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906984
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 0.7554898 -3.769777e-02
[2,] 1.2215217  8.363669e-05
[3,] 1.5802304 -2.068529e-02
[4,] 0.7725711 -1.681380e-02
[1] "Weights"
[1] 29.01592 22.98357 19.64100 32.35951
[1] "Cost"
[1] 202.2345
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 0.7657850 -0.02352227
[2,] 1.2226053 -0.01334286
[3,] 1.6346552 -0.03535534
[4,] 0.7771345 -0.01212583
[1] "Weights"
[1] 29.56460 22.15601 18.36446 33.91493
[1] "Cost"
[1] 181.9626
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.7589369 -0.017871996
[2,] 1.2092551 -0.017484744
[3,] 1.7148583 -0.048580936
[4,] 0.7653156 -0.007869507
[1] "Weights"
[1] 29.77604 21.67028 18.03952 34.51415
[1] "Cost"
[1] 181.2437
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.7405771 -0.013187021
[2,] 1.1869104 -0.019890118
[3,] 1.8271036 -0.061158429
[4,] 0.7424954 -0.004103554
[1] "Weights"
[1] 29.86394 21.08170 18.13568 34.91868
[1] "Cost"
[1] 180.2735
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 0.7040731 -0.0089271139
[2,] 1.1468856 -0.0201324508
[3,] 1.9618295 -0.0716651587
[4,] 0.7020603 -0.0006329324
[1] "Weights"
[1] 29.67181 20.10894 19.21029 35.00895
[1] "Cost"
[1] 176.7811
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.6285439 -0.004206548
[2,] 1.0629560 -0.016616791
[3,] 2.0300766 -0.074347701
[4,] 0.6232819  0.003297118
[1] "Weights"
[1] 28.45257 18.09339 23.54570 33.90835
[1] "Cost"
[1] 167.9852
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.5028689 -0.001015106
[2,] 0.9217856 -0.012609787
[3,] 2.0338386 -0.064943627
[4,] 0.4950023  0.005761043
[1] "Weights"
[1] 26.28057 15.14433 30.87346 31.70164
[1] "Cost"
[1] 160.8016
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 0.3562713 -0.0006013536
[2,] 0.7782859 -0.0128450293
[3,] 2.0296271 -0.0536288560
[4,] 0.3453830  0.0058139303
[1] "Weights"
[1] 24.22800 12.22462 37.84512 29.70225
[1] "Cost"
[1] 154.3803
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 0.2079765 -0.0008249393
[2,] 0.6769150 -0.0157414458
[3,] 2.0222443 -0.0462474220
[4,] 0.1942015  0.0056343857
[1] "Weights"
[1] 22.580314  9.380857 43.637958 28.400870
[1] "Cost"
[1] 145.3411
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.09319644 -0.0008779489
[2,] 0.66556558 -0.0244653487
[3,] 2.00778772 -0.0424420228
[4,] 0.08256461  0.0062175925
[1] "Weights"
[1] 21.407738  6.501037 47.761669 28.329557
[1] "Cost"
[1] 128.7883
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.0492001  0.002524106
[2,] 0.8053075 -0.050615105
[3,] 1.9948209 -0.043140327
[4,] 0.0497741  0.008035877
[1] "Weights"
[1] 20.694082  4.015526 49.565749 29.724643
[1] "Cost"
[1] 114.4800
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04539102  0.003650543
[2,] 0.93167941 -0.056650830
[3,] 1.98897257 -0.044044914
[4,] 0.04974372  0.006995046
[1] "Weights"
[1] 20.528679  2.316146 50.327201 30.827974
[1] "Cost"
[1] 111.3050
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04393424  0.004364987
[2,] 1.02069598 -0.041496992
[3,] 1.98584197 -0.044781857
[4,] 0.05179929  0.006296924
[1] "Weights"
[1] 20.343250  1.281186 50.846878 31.528686
[1] "Cost"
[1] 107.105
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.04168385  0.004819947
[2,] 0.05895768  0.007508602
[3,] 1.98527388 -0.044907135
[4,] 0.05328800  0.006016602
[1] "Weights"
[1] 19.989922  1.000381 50.999860 32.009836
[1] "Cost"
[1] 92.71049
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.03905349  0.004877234
[2,] 0.00000000  0.000000000
[3,] 1.98527344 -0.044906974
[4,] 0.05468074  0.005966573
[1] "Weights"
[1] 19.55775  1.00000 51.00007 32.44218
[1] "Cost"
[1] 92.26182
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.03608659  0.004565477
[2,] 0.00000000  0.000000000
[3,] 1.98527344 -0.044906975
[4,] 0.05613797  0.006127684
[1] "Weights"
[1] 19.09693  1.00000 51.00007 32.90300
[1] "Cost"
[1] 92.22653
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.03271744  0.003883013
[2,] 0.00000000  0.000000000
[3,] 1.98527344 -0.044906976
[4,] 0.05766622  0.006475035
[1] "Weights"
[1] 18.60732  1.00000 51.00007 33.39261
[1] "Cost"
[1] 92.18465
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.02890141  0.002823389
[2,] 0.00000000  0.000000000
[3,] 1.98527344 -0.044906978
[4,] 0.05925476  0.006984423
[1] "Weights"
[1] 18.08898  1.00000 51.00007 33.91095
[1] "Cost"
[1] 92.1356
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.02462131  0.001386358
[2,] 0.00000000  0.000000000
[3,] 1.98527345 -0.044906979
[4,] 0.06087579  0.007627079
[1] "Weights"
[1] 17.54303  1.00000 51.00007 34.45689
[1] "Cost"
[1] 92.07936
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.01989541 -0.0004115526
[2,] 0.00000000  0.0000000000
[3,] 1.98527346 -0.0449069806
[4,] 0.06248529  0.0083661888
[1] "Weights"
[1] 16.97173  1.00000 51.00007 35.02820
[1] "Cost"
[1] 92.01666
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.01478268 -0.002529401
[2,] 0.00000000  0.000000000
[3,] 1.98527347 -0.044906982
[4,] 0.06402607  0.009156404
[1] "Weights"
[1] 16.37816  1.00000 51.00007 35.62177
[1] "Cost"
[1] 91.949
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.009381107 -0.004900856
[2,] 0.000000000  0.000000000
[3,] 1.985273490 -0.044906984
[4,] 0.065433887  0.009947128
[1] "Weights"
[1] 15.76578  1.00000 51.00007 36.23414
[1] "Cost"
[1] 91.87849
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.003816173 -0.007442548
[2,] 0.000000000  0.000000000
[3,] 1.985273507 -0.044906986
[4,] 0.066645935  0.010689059
[1] "Weights"
[1] 15.13765  1.00000 51.00007 36.86228
[1] "Cost"
[1] 91.80725
[1] "Iteration" "23"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,] -0.001779619 -0.01007073
[2,]  0.000000000  0.00000000
[3,]  1.985273525 -0.04490699
[4,]  0.067609530  0.01134177
[1] "Weights"
[1] 14.49555  1.00000 51.00007 37.50438
[1] "Cost"
[1] 91.73683
[1] "Iteration" "24"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,] -0.007290264 -0.01272071
[2,]  0.000000000  0.00000000
[3,]  1.985273542 -0.04490699
[4,]  0.068288104  0.01187922
[1] "Weights"
[1] 13.83929  1.00000 51.00007 38.16064
[1] "Cost"
[1] 91.66755
[1] "Iteration" "25"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.01263485 -0.01536153
[2,]  0.00000000  0.00000000
[3,]  1.98527356 -0.04490699
[4,]  0.06866270  0.01229096
[1] "Weights"
[1] 13.16645  1.00000 51.00007 38.83348
[1] "Cost"
[1] 91.5983
[1] "Iteration" "26"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.01777535 -0.01800058
[2,]  0.00000000  0.00000000
[3,]  1.98527357 -0.04490699
[4,]  0.06872912  0.01257875
[1] "Weights"
[1] 12.47251  1.00000 51.00007 39.52742
[1] "Cost"
[1] 91.52665
[1] "Iteration" "27"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.02271297 -0.02067749
[2,]  0.00000000  0.00000000
[3,]  1.98527357 -0.04490699
[4,]  0.06849262  0.01275031
[1] "Weights"
[1] 11.75151  1.00000 51.00007 40.24842
[1] "Cost"
[1] 91.44926
[1] "Iteration" "28"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.02747664 -0.02345049
[2,]  0.00000000  0.00000000
[3,]  1.98527357 -0.04490699
[4,]  0.06796231  0.01281262
[1] "Weights"
[1] 10.99678  1.00000 51.00007 41.00315
[1] "Cost"
[1] 91.36206
[1] "Iteration" "29"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.03210874 -0.02637913
[2,]  0.00000000  0.00000000
[3,]  1.98527357 -0.04490699
[4,]  0.06714700  0.01276641
[1] "Weights"
[1] 10.20165  1.00000 51.00007 41.79828
[1] "Cost"
[1] 91.26032
[1] "Iteration" "30"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.03665173 -0.02950529
[2,]  0.00000000  0.00000000
[3,]  1.98527356 -0.04490699
[4,]  0.06605284  0.01260280
[1] "Weights"
[1]  9.35998  1.00000 51.00007 42.63995
[1] "Cost"
[1] 91.13827
[1] "Iteration" "31"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.04113704 -0.03283054
[2,]  0.00000000  0.00000000
[3,]  1.98527355 -0.04490699
[4,]  0.06468283  0.01230204
[1] "Weights"
[1]  8.466536  1.000000 51.000071 43.533393
[1] "Cost"
[1] 90.98829
[1] "Iteration" "32"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.04557514 -0.03628130
[2,]  0.00000000  0.00000000
[3,]  1.98527354 -0.04490699
[4,]  0.06303774  0.01183391
[1] "Weights"
[1]  7.517211  1.000000 51.000072 44.482717
[1] "Cost"
[1] 90.79923
[1] "Iteration" "33"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.04994204 -0.03964160
[2,]  0.00000000  0.00000000
[3,]  1.98527352 -0.04490699
[4,]  0.06111823  0.01116014
[1] "Weights"
[1]  6.50942  1.00000 51.00007 45.49051
[1] "Cost"
[1] 90.55322
[1] "Iteration" "34"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] -0.05414946 -0.04240412
[2,]  0.00000000  0.00000000
[3,]  1.98527350 -0.04490699
[4,]  0.05892923  0.01024057
[1] "Weights"
[1]  5.443168  1.000000 51.000073 46.556759
[1] "Cost"
[1] 90.21858
[1] "Iteration" "35"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] -0.05795979 -0.043416963
[2,]  0.00000000  0.000000000
[3,]  1.98527348 -0.044906987
[4,]  0.05649019  0.009050865
[1] "Weights"
[1]  4.324385  1.000000 51.000074 47.675541
[1] "Cost"
[1] 89.73223
[1] "Iteration" "36"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] -0.06070829 -0.040022794
[2,]  0.00000000  0.000000000
[3,]  1.98527346 -0.044906983
[4,]  0.05386536  0.007635848
[1] "Weights"
[1]  3.175313  1.000000 51.000074 48.824612
[1] "Cost"
[1] 88.94738
[1] "Iteration" "37"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] -0.06024838 -0.026147382
[2,]  0.00000000  0.000000000
[3,]  1.98527350 -0.044906960
[4,]  0.05126122  0.006254016
[1] "Weights"
[1]  2.067346  1.000000 51.000070 49.932584
[1] "Cost"
[1] 87.42954
[1] "Iteration" "38"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] -0.04807341  0.008490552
[2,]  0.00000000  0.000000000
[3,]  1.98527458 -0.044906653
[4,]  0.04930771  0.005548976
[1] "Weights"
[1]  1.218155  1.000000 50.999991 50.781854
[1] "Cost"
[1] 83.24795
[1] "Iteration" "39"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.01073950  0.001358542
[2,] 0.00000000  0.000000000
[3,] 1.98527341 -0.044906980
[4,] 0.04888062  0.005562234
[1] "Weights"
[1]  1.000055  1.000000 51.000072 50.999872
[1] "Cost"
[1] 68.43425
[1] "Iteration" "40"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "41"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "42"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "43"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "44"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "45"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "46"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "47"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "48"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "49"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "50"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.00000000  0.000000000
[3,] 1.98527338 -0.044906983
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000  1.00000 51.00008 50.99992
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 0.2236956  0.01239549
[2,] 0.1831639 -0.01718427
[3,] 1.7483301 -0.04734233
[4,] 1.7511791 -0.02424754
[1] "Weights"
[1] 26.14368 23.27698 27.89349 26.68585
[1] "Cost"
[1] 194.2474
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.09829249  0.012013294
[2,] 0.07038149 -0.004277767
[3,] 1.87421476 -0.048654000
[4,] 1.87639540 -0.034508597
[1] "Weights"
[1] 26.34679 23.59449 27.76525 26.29347
[1] "Cost"
[1] 153.7486
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.05097444  0.014436525
[2,] 0.04349918 -0.003856514
[3,] 1.97422802 -0.051876691
[4,] 1.97451471 -0.036664264
[1] "Weights"
[1] 26.30028 25.37635 26.86096 25.46241
[1] "Cost"
[1] 120.9821
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.05294154  0.016065075
[2,] 0.04467406 -0.005223243
[3,] 1.98550100 -0.053806239
[4,] 1.98492749 -0.035472412
[1] "Weights"
[1] 26.33200 25.66629 26.72721 25.27450
[1] "Cost"
[1] 116.2396
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.05373290  0.017504694
[2,] 0.04389583 -0.006704289
[3,] 1.98575267 -0.056173221
[4,] 1.98475420 -0.032909634
[1] "Weights"
[1] 26.33466 25.66523 26.78555 25.21456
[1] "Cost"
[1] 116.1672
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.05474995  0.018932910
[2,] 0.04284515 -0.008185552
[3,] 1.98596578 -0.059552980
[4,] 1.98452391 -0.029223383
[1] "Weights"
[1] 26.34765 25.65225 26.85519 25.14490
[1] "Cost"
[1] 116.1257
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.05599323  0.020395968
[2,] 0.04155428 -0.009715556
[3,] 1.98624422 -0.064068568
[4,] 1.98421810 -0.024246763
[1] "Weights"
[1] 26.36867 25.63122 26.94079 25.05932
[1] "Cost"
[1] 116.0576
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.05745913  0.02192390
[2,] 0.04002323 -0.01132906
[3,] 1.98667480 -0.06969934
[4,] 1.98373921 -0.01793433
[1] "Weights"
[1] 26.39817 25.60171 27.05296 24.94717
[1] "Cost"
[1] 115.9519
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.05914518  0.02353012
[2,] 0.03824894 -0.01304500
[3,] 1.98738929 -0.07613030
[4,] 1.98293133 -0.01051317
[1] "Weights"
[1] 26.43700 25.56284 27.20795 24.79220
[1] "Cost"
[1] 115.8040
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.06104568  0.02521028
[2,] 0.03622993 -0.01486534
[3,] 1.98856862 -0.08271537
[4,] 1.98156631 -0.00253649
[1] "Weights"
[1] 26.48626 25.51354 27.42250 24.57770
[1] "Cost"
[1] 115.6261
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.06314784  0.026940766
[2,] 0.03397032 -0.016773016
[3,] 1.99040728 -0.088728735
[4,] 1.97937045  0.005321117
[1] "Weights"
[1] 26.54711 25.45262 27.70297 24.29730
[1] "Cost"
[1] 115.4446
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.06542866  0.02867778
[2,] 0.03148338 -0.01873030
[3,] 1.99304355 -0.09373348
[4,] 1.97609772  0.01260116
[1] "Weights"
[1] 26.62060 25.37904 28.04120 23.95915
[1] "Cost"
[1] 115.2802
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.06785340  0.03035892
[2,] 0.02879395 -0.02067887
[3,] 1.99650401 -0.09768189
[4,] 1.97160166  0.01919940
[1] "Weights"
[1] 26.70743 25.29212 28.42384 23.57661
[1] "Cost"
[1] 115.1344
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.07037644  0.03190823
[2,] 0.02593884 -0.02254301
[3,] 2.00070084 -0.10074829
[4,] 1.96585352  0.02525838
[1] "Weights"
[1] 26.80759 25.19188 28.84209 23.15844
[1] "Cost"
[1] 114.9957
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.07294503  0.03324502
[2,] 0.02296477 -0.02423656
[3,] 2.00546786 -0.10315216
[4,] 1.95891346  0.03100731
[1] "Weights"
[1] 26.92016 25.07926 29.29276 22.70783
[1] "Cost"
[1] 114.8502
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.07550536  0.03429467
[2,] 0.01992402 -0.02567272
[3,] 2.01059231 -0.10507693
[4,] 1.95090918  0.03665852
[1] "Weights"
[1] 27.04313 24.95625 29.77408 22.22654
[1] "Cost"
[1] 114.6859
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.07800921  0.03499888
[2,] 0.01686885 -0.02677457
[3,] 2.01581527 -0.10665832
[4,] 1.94206776  0.04235963
[1] "Weights"
[1] 27.17354 24.82582 30.28082 21.71982
[1] "Cost"
[1] 114.4936
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.08041909  0.03532245
[2,] 0.01384652 -0.02748380
[3,] 2.02080871 -0.10799886
[4,] 1.93280554  0.04816849
[1] "Weights"
[1] 27.30775 24.69162 30.80018 21.20046
[1] "Cost"
[1] 114.2697
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.08271026  0.03525558
[2,] 0.01089633 -0.02776610
[3,] 2.02517564 -0.10917195
[4,] 1.92380256  0.05402336
[1] "Weights"
[1] 27.44179 24.55758 31.31068 20.68994
[1] "Cost"
[1] 114.0245
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.084869427  0.03481222
[2,] 0.008049339 -0.02761297
[3,] 2.028541859 -0.11019300
[4,] 1.915890552  0.05971550
[1] "Weights"
[1] 27.57181 24.42759 31.78816 20.21244
[1] "Cost"
[1] 113.7891
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.08689122  0.03402634
[2,] 0.00533049 -0.02704082
[3,] 2.03072474 -0.11099765
[4,] 1.90968869  0.06493841
[1] "Weights"
[1] 27.69428 24.30514 32.21769 19.78289
[1] "Cost"
[1] 113.6010
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.088773810  0.03294751
[2,] 0.002761767 -0.02608860
[3,] 2.031812158 -0.11150371
[4,] 1.905315479  0.06945355
[1] "Weights"
[1] 27.80621 24.19324 32.59904 19.40151
[1] "Cost"
[1] 113.4741
[1] "Iteration" "22"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,] 0.0905152925  0.03163682
[2,] 0.0003651071 -0.02481454
[3,] 2.0320612195 -0.11169904
[4,] 1.9024870326  0.07321842
[1] "Weights"
[1] 27.90515 24.09433 32.94030 19.06022
[1] "Cost"
[1] 113.3950
[1] "Iteration" "23"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.092111707  0.03016312
[2,] -0.001836174 -0.02329226
[3,]  2.031748459 -0.11164253
[4,]  1.900794036  0.07634572
[1] "Weights"
[1] 27.98923 24.01027 33.25033 18.75016
[1] "Cost"
[1] 113.3430
[1] "Iteration" "24"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.093557035  0.02859911
[2,] -0.003818050 -0.02160580
[3,]  2.031091594 -0.11141235
[4,]  1.899876136  0.07899364
[1] "Weights"
[1] 28.05707 23.94245 33.53616 18.46432
[1] "Cost"
[1] 113.3044
[1] "Iteration" "25"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.094844940  0.02701703
[2,] -0.005558431 -0.01984353
[3,]  2.030238260 -0.11107238
[4,]  1.899468770  0.08130013
[1] "Weights"
[1] 28.10777 23.89176 33.80305 18.19742
[1] "Cost"
[1] 113.2726
[1] "Iteration" "26"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.095971484  0.02548396
[2,] -0.007040919 -0.01809103
[3,]  2.029281071 -0.11066560
[4,]  1.899392654  0.08336691
[1] "Weights"
[1] 28.14083 23.85872 34.05500 17.94546
[1] "Cost"
[1] 113.2451
[1] "Iteration" "27"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.096937781  0.02405704
[2,] -0.008258407 -0.01642389
[3,]  2.028275600 -0.11021862
[4,]  1.899530742  0.08526470
[1] "Weights"
[1] 28.15613 23.84343 34.29508 17.70536
[1] "Cost"
[1] 113.2209
[1] "Iteration" "28"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.097751626  0.02277967
[2,] -0.009215233 -0.01490167
[3,]  2.027254136 -0.10974757
[4,]  1.899808025  0.08704241
[1] "Weights"
[1] 28.15390 23.84567 34.52569 17.47475
[1] "Cost"
[1] 113.1999
[1] "Iteration" "29"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.098427607  0.02167940
[2,] -0.009927197 -0.01356421
[3,]  2.026234797 -0.10926230
[4,]  1.900176945  0.08873455
[1] "Weights"
[1] 28.13464 23.86493 34.74865 17.25178
[1] "Cost"
[1] 113.1817
[1] "Iteration" "30"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.09898578  0.02076798
[2,] -0.01041954 -0.01243103
[3,]  2.02522722 -0.10876891
[4,]  1.90060760  0.09036620
[1] "Weights"
[1] 28.09913 23.90044 34.96543 17.03499
[1] "Cost"
[1] 113.1660
[1] "Iteration" "31"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.09944945  0.02004343
[2,] -0.01072359 -0.01150363
[3,]  2.02423604 -0.10827126
[4,]  1.90108134  0.09195622
[1] "Weights"
[1] 28.04831 23.95127 35.17718 16.82324
[1] "Cost"
[1] 113.1526
[1] "Iteration" "32"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.09984282  0.01949350
[2,] -0.01087310 -0.01076973
[3,]  2.02326294 -0.10777176
[4,]  1.90158672  0.09351926
[1] "Weights"
[1] 27.98323 24.01636 35.38486 16.61555
[1] "Cost"
[1] 113.1408
[1] "Iteration" "33"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.10018893  0.01909957
[2,] -0.01090103 -0.01020826
[3,]  2.02230793 -0.10727184
[4,]  1.90211684  0.09506705
[1] "Weights"
[1] 27.90498 24.09461 35.58926 16.41114
[1] "Cost"
[1] 113.1302
[1] "Iteration" "34"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,]  0.1005083  0.018840215
[2,] -0.0108373 -0.009794069
[3,]  2.0213701 -0.106772281
[4,]  1.9026678  0.096609299
[1] "Weights"
[1] 27.81462 24.18498 35.79108 16.20932
[1] "Cost"
[1] 113.1205
[1] "Iteration" "35"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10081827  0.018693980
[2,] -0.01070749 -0.009501526
[3,]  2.02044796 -0.106273371
[4,]  1.90323743  0.098154299
[1] "Weights"
[1] 27.71313 24.28647 35.99094 16.00946
[1] "Cost"
[1] 113.1113
[1] "Iteration" "36"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10113281  0.018641196
[2,] -0.01053246 -0.009306892
[3,]  2.01953986 -0.105775062
[4,]  1.90382507  0.099709357
[1] "Weights"
[1] 27.60142 24.39819 36.18938 15.81101
[1] "Cost"
[1] 113.1024
[1] "Iteration" "37"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.10146282  0.01866491
[2,] -0.01032852 -0.00918958
[3,]  2.01864399 -0.10527705
[4,]  1.90443074  0.10128113
[1] "Weights"
[1] 27.48023 24.51939 36.38692 15.61346
[1] "Cost"
[1] 113.0937
[1] "Iteration" "38"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10181656  0.018751166
[2,] -0.01010796 -0.009132559
[3,]  2.01775851 -0.104778831
[4,]  1.90505513  0.102875869
[1] "Weights"
[1] 27.35021 24.64941 36.58405 15.41633
[1] "Cost"
[1] 113.0849
[1] "Iteration" "39"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10220018  0.018888943
[2,] -0.00987972 -0.009122238
[3,]  2.01688162 -0.104279777
[4,]  1.90569941  0.104499635
[1] "Weights"
[1] 27.21189 24.78773 36.78123 15.21915
[1] "Cost"
[1] 113.0760
[1] "Iteration" "40"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]         [,2]
[1,]  0.102618172  0.019069780
[2,] -0.009650106 -0.009148055
[3,]  2.016011529 -0.103779139
[4,]  1.906365091  0.106158451
[1] "Weights"
[1] 27.06568 24.93395 36.97890 15.02147
[1] "Cost"
[1] 113.0668
[1] "Iteration" "41"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10307389  0.019287392
[2,] -0.00942338 -0.009201975
[3,]  2.01514651 -0.103276082
[4,]  1.90705406  0.107858451
[1] "Weights"
[1] 26.91188 25.08776 37.17752 14.82284
[1] "Cost"
[1] 113.0573
[1] "Iteration" "42"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]         [,2]
[1,]  0.103569862  0.019537254
[2,] -0.009202307 -0.009277975
[3,]  2.014284879 -0.102769700
[4,]  1.907768495  0.109606008
[1] "Weights"
[1] 26.75072 25.24892 37.37752 14.62283
[1] "Cost"
[1] 113.0475
[1] "Iteration" "43"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10410811  0.019816238
[2,] -0.00898858 -0.009371595
[3,]  2.01342498 -0.102259023
[4,]  1.90851093  0.111407859
[1] "Weights"
[1] 26.58237 25.41728 37.57935 14.42101
[1] "Cost"
[1] 113.0373
[1] "Iteration" "44"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10469039  0.020122297
[2,] -0.00878315 -0.009479552
[3,]  2.01256521 -0.101743021
[4,]  1.90928421  0.113271227
[1] "Weights"
[1] 26.40692 25.59273 37.78344 14.21691
[1] "Cost"
[1] 113.0265
[1] "Iteration" "45"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]         [,2]
[1,]  0.105318334  0.020454220
[2,] -0.008586483 -0.009599438
[3,]  2.011703979 -0.101220604
[4,]  1.910091611  0.115203951
[1] "Weights"
[1] 26.22442 25.77524 37.99026 14.01008
[1] "Cost"
[1] 113.0152
[1] "Iteration" "46"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]         [,2]
[1,]  0.105993592  0.020811433
[2,] -0.008398732 -0.009729482
[3,]  2.010839718 -0.100690623
[4,]  1.910936797  0.117214624
[1] "Weights"
[1] 26.03488 25.96478 38.20027 13.80007
[1] "Cost"
[1] 113.0033
[1] "Iteration" "47"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,]  0.10671793  0.021193852
[2,] -0.00821988 -0.009868367
[3,]  2.00997088 -0.100151862
[4,]  1.91182395  0.119312753
[1] "Weights"
[1] 25.83829 26.16138 38.41396 13.58637
[1] "Cost"
[1] 112.9906
[1] "Iteration" "48"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.107493305  0.02160177
[2,] -0.008049818 -0.01001510
[3,]  2.009095906 -0.09960303
[4,]  1.912757803  0.12150893
[1] "Weights"
[1] 25.63460 26.36507 38.63184 13.36849
[1] "Cost"
[1] 112.9772
[1] "Iteration" "49"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.108321873  0.02203576
[2,] -0.007888419 -0.01016890
[3,]  2.008213259 -0.09904276
[4,]  1.913743787  0.12381507
[1] "Weights"
[1] 25.42376 26.57592 38.85444 13.14589
[1] "Cost"
[1] 112.9629
[1] "Iteration" "50"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.109206069  0.02249665
[2,] -0.007735564 -0.01032914
[3,]  2.007321378 -0.09846958
[4,]  1.914788102  0.12624461
[1] "Weights"
[1] 25.20568 26.79400 39.08231 12.91801
[1] "Cost"
[1] 112.9477
[1] "Iteration" "51"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.110148609  0.02298543
[2,] -0.007591172 -0.01049528
[3,]  2.006418695 -0.09788194
[4,]  1.915897891  0.12881286
[1] "Weights"
[1] 24.98031 27.01938 39.31604 12.68427
[1] "Cost"
[1] 112.9313
[1] "Iteration" "52"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.111152515  0.02350326
[2,] -0.007455205 -0.01066683
[3,]  2.005503626 -0.09727815
[4,]  1.917081418  0.13153735
[1] "Weights"
[1] 24.74754 27.25216 39.55627 12.44404
[1] "Cost"
[1] 112.9138
[1] "Iteration" "53"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.112221126  0.02405139
[2,] -0.007327672 -0.01084333
[3,]  2.004574568 -0.09665640
[4,]  1.918348295  0.13443829
[1] "Weights"
[1] 24.50729 27.49241 39.80366 12.19664
[1] "Cost"
[1] 112.8948
[1] "Iteration" "54"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.113358113  0.02463123
[2,] -0.007208627 -0.01102431
[3,]  2.003629896 -0.09601473
[4,]  1.919709769  0.13753911
[1] "Weights"
[1] 24.25947 27.74023 40.05892 11.94137
[1] "Cost"
[1] 112.8744
[1] "Iteration" "55"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.114567481  0.02524424
[2,] -0.007098156 -0.01120928
[3,]  2.002667969 -0.09535103
[4,]  1.921179081  0.14086720
[1] "Weights"
[1] 24.00402 27.99569 40.32282 11.67747
[1] "Cost"
[1] 112.8521
[1] "Iteration" "56"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.115853579  0.02589197
[2,] -0.006996366 -0.01139772
[3,]  2.001687137 -0.09466300
[4,]  1.922771916  0.14445479
[1] "Weights"
[1] 23.74086 28.25886 40.59616 11.40412
[1] "Cost"
[1] 112.8279
[1] "Iteration" "57"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.117221096  0.02657604
[2,] -0.006903375 -0.01158907
[3,]  2.000685748 -0.09394817
[4,]  1.924506984  0.14834010
[1] "Weights"
[1] 23.46992 28.52980 40.87982 11.12046
[1] "Cost"
[1] 112.8013
[1] "Iteration" "58"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.118675057  0.02729810
[2,] -0.006819291 -0.01178271
[3,]  1.999662175 -0.09320387
[4,]  1.926406749  0.15256888
[1] "Weights"
[1] 23.19117 28.80856 41.17472 10.82555
[1] "Cost"
[1] 112.7722
[1] "Iteration" "59"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.120220816  0.02805984
[2,] -0.006744194 -0.01197796
[3,]  1.998614851 -0.09242727
[4,]  1.928498364  0.15719634
[1] "Weights"
[1] 22.90459 29.09515 41.48185 10.51841
[1] "Cost"
[1] 112.7399
[1] "Iteration" "60"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.121864031  0.02886295
[2,] -0.006678119 -0.01217405
[3,]  1.997542337 -0.09161540
[4,]  1.930814850  0.16228983
[1] "Weights"
[1] 22.61016 29.38958 41.80224 10.19802
[1] "Cost"
[1] 112.704
[1] "Iteration" "61"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.12361063  0.02970910
[2,] -0.00662103 -0.01237016
[3,]  1.99644343 -0.09076526
[4,]  1.93339655  0.16793245
[1] "Weights"
[1] 22.307919 29.691830 42.136943  9.863308
[1] "Cost"
[1] 112.6638
[1] "Iteration" "62"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,]  0.1254668  0.03059988
[2,] -0.0065728 -0.01256534
[3,]  1.9953173 -0.08987404
[4,]  1.9362929  0.17422795
[1] "Weights"
[1] 21.997934 30.001823 42.487037  9.513206
[1] "Cost"
[1] 112.6183
[1] "Iteration" "63"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.127438801  0.03153678
[2,] -0.006533182 -0.01275855
[3,]  1.994164022 -0.08893947
[4,]  1.939564110  0.18130759
[1] "Weights"
[1] 21.680307 30.319457 42.853525  9.146711
[1] "Cost"
[1] 112.5665
[1] "Iteration" "64"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.129533087  0.03252111
[2,] -0.006501786 -0.01294865
[3,]  1.992984807 -0.08796063
[4,]  1.943282792  0.18933971
[1] "Weights"
[1] 21.355194 30.644577 43.237235  8.762994
[1] "Cost"
[1] 112.5066
[1] "Iteration" "65"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.131755993  0.03355396
[2,] -0.006478048 -0.01313435
[3,]  1.991783450 -0.08693933
[4,]  1.947532955  0.19854297
[1] "Weights"
[1] 21.022809 30.976970 43.638595  8.361627
[1] "Cost"
[1] 112.4365
[1] "Iteration" "66"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.134113682  0.03463605
[2,] -0.006461203 -0.01331426
[3,]  1.990568222 -0.08588279
[4,]  1.952403065  0.20920360
[1] "Weights"
[1] 20.683431 31.316355 44.057213  7.943001
[1] "Cost"
[1] 112.353
[1] "Iteration" "67"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.136611940  0.03576770
[2,] -0.006450258 -0.01348684
[3,]  1.989355703 -0.08480838
[4,]  1.957962688  0.22169447
[1] "Weights"
[1] 20.337417 31.662377 44.491090  7.509116
[1] "Cost"
[1] 112.2515
[1] "Iteration" "68"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.139255951  0.03694868
[2,] -0.006443965 -0.01365042
[3,]  1.988177312 -0.08375132
[4,]  1.964202482  0.23648233
[1] "Weights"
[1] 19.985210 32.014592 44.935229  7.064969
[1] "Cost"
[1] 112.1260
[1] "Iteration" "69"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.142050026  0.03817807
[2,] -0.006440806 -0.01380319
[3,]  1.987088091 -0.08277350
[4,]  1.970910198  0.25407628
[1] "Weights"
[1] 19.627347 32.372463 45.379544  6.620646
[1] "Cost"
[1] 111.9701
[1] "Iteration" "70"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.144997302  0.03945415
[2,] -0.006438973 -0.01394323
[3,]  1.986169681 -0.08196093
[4,]  1.977505494  0.27479986
[1] "Weights"
[1] 19.264472 32.735347 45.807116  6.193065
[1] "Cost"
[1] 111.7824
[1] "Iteration" "71"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.148099398  0.04077429
[2,] -0.006436371 -0.01406854
[3,]  1.985504419 -0.08138083
[4,]  1.983065923  0.29824921
[1] "Weights"
[1] 18.897336 33.102491 46.196351  5.803822
[1] "Cost"
[1] 111.5779
[1] "Iteration" "72"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.151356058  0.04213475
[2,] -0.006430627 -0.01417704
[3,]  1.985112244 -0.08100600
[4,]  1.986881710  0.32271631
[1] "Weights"
[1] 18.526805 33.473031 46.529438  5.470726
[1] "Cost"
[1] 111.3876
[1] "Iteration" "73"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.154764787  0.04353067
[2,] -0.006419117 -0.01426668
[3,]  1.984923398 -0.08072352
[4,]  1.989058208  0.34561904
[1] "Weights"
[1] 18.153858 33.845986 46.799761  5.200395
[1] "Cost"
[1] 111.2345
[1] "Iteration" "74"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.158320522  0.04495602
[2,] -0.006399015 -0.01433544
[3,]  1.984839938 -0.08044061
[4,]  1.990244065  0.36503097
[1] "Weights"
[1] 17.779581 34.220270 47.011874  4.988274
[1] "Cost"
[1] 111.1206
[1] "Iteration" "75"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.162015369  0.04640354
[2,] -0.006367351 -0.01438148
[3,]  1.984797099 -0.08012510
[4,]  1.990997788  0.38049139
[1] "Weights"
[1] 17.405156 34.594701 47.177248  4.822895
[1] "Cost"
[1] 111.0378
[1] "Iteration" "76"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.165838420  0.04786495
[2,] -0.006321099 -0.01440319
[3,]  1.984767958 -0.07977846
[4,]  1.991586435  0.39257079
[1] "Weights"
[1] 17.031845 34.968016 47.308892  4.691247
[1] "Cost"
[1] 110.9767
[1] "Iteration" "77"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.169775680  0.04933103
[2,] -0.006257273 -0.01439928
[3,]  1.984744395 -0.07941140
[4,]  1.992100326  0.40216333
[1] "Weights"
[1] 16.660961 35.338903 47.417709  4.582427
[1] "Cost"
[1] 110.9287
[1] "Iteration" "78"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.173810144  0.05079198
[2,] -0.006173025 -0.01436894
[3,]  1.984724040 -0.07903443
[4,]  1.992570279  0.41006491
[1] "Weights"
[1] 16.293842 35.706025 47.511356  4.488777
[1] "Cost"
[1] 110.8877
[1] "Iteration" "79"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.177922014  0.05223773
[2,] -0.006065751 -0.01431185
[3,]  1.984705944 -0.07865585
[4,]  1.993010691  0.41684901
[1] "Weights"
[1] 15.931817 36.068052 47.594655  4.405476
[1] "Cost"
[1] 110.8507
[1] "Iteration" "80"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.182089066  0.05365835
[2,] -0.005933173 -0.01422825
[3,]  1.984689667 -0.07828183
[4,]  1.993428664  0.42288941
[1] "Weights"
[1] 15.576167 36.423704 47.670471  4.329659
[1] "Cost"
[1] 110.8159
[1] "Iteration" "81"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.18628714  0.05504446
[2,] -0.00577341 -0.01411901
[3,]  1.98467502 -0.07791664
[4,]  1.99382705  0.42841977
[1] "Weights"
[1] 15.228096 36.771775 47.740497  4.259632
[1] "Cost"
[1] 110.7829
[1] "Iteration" "82"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.190490713  0.05638755
[2,] -0.005585022 -0.01398554
[3,]  1.984661894 -0.07756290
[4,]  1.994206862  0.43358593
[1] "Weights"
[1] 14.888700 37.111172 47.805787  4.194340
[1] "Cost"
[1] 110.7515
[1] "Iteration" "83"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,]  0.19467348  0.05768033
[2,] -0.00536702 -0.01382974
[3,]  1.98465021 -0.07722177
[4,]  1.99456872  0.43848194
[1] "Weights"
[1] 14.558941 37.440932 47.867074  4.133053
[1] "Cost"
[1] 110.7215
[1] "Iteration" "84"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.198809027  0.05891686
[2,] -0.005118863 -0.01365393
[3,]  1.984639860 -0.07689336
[4,]  1.994913484  0.44317234
[1] "Weights"
[1] 14.239630 37.760244 47.924925  4.075202
[1] "Cost"
[1] 110.6930
[1] "Iteration" "85"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.202871396  0.06009261
[2,] -0.004840436 -0.01346070
[3,]  1.984630731 -0.07657703
[4,]  1.995242400  0.44770520
[1] "Weights"
[1] 13.931418 38.068456 47.979825  4.020302
[1] "Cost"
[1] 110.6659
[1] "Iteration" "86"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.206835731  0.06120449
[2,] -0.004532016 -0.01325276
[3,]  1.984622704 -0.07627163
[4,]  1.995556990  0.45211949
[1] "Weights"
[1] 13.634792 38.365082 48.032209  3.967917
[1] "Cost"
[1] 110.6404
[1] "Iteration" "87"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.210678853  0.06225063
[2,] -0.004194244 -0.01303286
[3,]  1.984615667 -0.07597573
[4,]  1.995858990  0.45644922
[1] "Weights"
[1] 13.350076 38.649798 48.082483  3.917644
[1] "Cost"
[1] 110.6163
[1] "Iteration" "88"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,]  0.2143798  0.06323033
[2,] -0.0038281 -0.01280362
[3,]  1.9846095 -0.07568771
[4,]  1.9961503  0.46072584
[1] "Weights"
[1] 13.077433 38.922441 48.131023  3.869103
[1] "Cost"
[1] 110.5937
[1] "Iteration" "89"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.217920600  0.06414381
[2,] -0.003434882 -0.01256748
[3,]  1.984604148 -0.07540586
[4,]  1.996432824  0.46497941
[1] "Weights"
[1] 12.816878 39.182995 48.178189  3.821938
[1] "Cost"
[1] 110.5725
[1] "Iteration" "90"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.221286341  0.06499206
[2,] -0.003016189 -0.01232662
[3,]  1.984599479 -0.07512842
[4,]  1.996708771  0.46923929
[1] "Weights"
[1] 12.568287 39.431586 48.224315  3.775811
[1] "Cost"
[1] 110.5524
[1] "Iteration" "91"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.224466012  0.06577669
[2,] -0.002573897 -0.01208289
[3,]  1.984595414 -0.07485364
[4,]  1.996980435  0.47353404
[1] "Weights"
[1] 12.33141 39.66847 48.26972  3.73041
[1] "Cost"
[1] 110.5335
[1] "Iteration" "92"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.227452552  0.06649981
[2,] -0.002110125 -0.01183789
[3,]  1.984591855 -0.07457976
[4,]  1.997250462  0.47789080
[1] "Weights"
[1] 12.105868 39.894005 48.314681  3.685446
[1] "Cost"
[1] 110.5154
[1] "Iteration" "93"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.230242974  0.06716393
[2,] -0.001627184 -0.01159285
[3,]  1.984588680 -0.07430515
[4,]  1.997522032  0.48233345
[1] "Weights"
[1] 11.891206 40.108667 48.359455  3.640672
[1] "Cost"
[1] 110.498
[1] "Iteration" "94"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,]  0.232838243  0.06777185
[2,] -0.001127510 -0.01134876
[3,]  1.984585719 -0.07402834
[4,]  1.997799213  0.48687917
[1] "Weights"
[1] 11.68687 40.31300 48.40423  3.59590
[1] "Cost"
[1] 110.4808
[1] "Iteration" "95"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
              [,1]        [,2]
[1,]  0.2352429524  0.06832660
[2,] -0.0006135823 -0.01110632
[3,]  1.9845827165 -0.07374819
[4,]  1.9980875205  0.49153237
[1] "Weights"
[1] 11.492250 40.507623 48.449087  3.551040
[1] "Cost"
[1] 110.4635
[1] "Iteration" "96"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
              [,1]        [,2]
[1,]  0.2374648360  0.06883138
[2,] -0.0000878346 -0.01086603
[3,]  1.9845792755 -0.07346414
[4,]  1.9983948063  0.49627515
[1] "Weights"
[1] 11.306677 40.693197 48.493979  3.506148
[1] "Cost"
[1] 110.4456
[1] "Iteration" "97"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,] 0.2395141591  0.06928949
[2,] 0.0004474321 -0.01062817
[3,] 1.9845747781 -0.07317649
[4,] 1.9987325023  0.50105448
[1] "Weights"
[1] 11.129454 40.870419 48.538627  3.461499
[1] "Cost"
[1] 110.4268
[1] "Iteration" "98"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]        [,2]
[1,] 0.2414030619  0.06970426
[2,] 0.0009901305 -0.01039285
[3,] 1.9845683098 -0.07288673
[4,] 1.9991169698  0.50576965
[1] "Weights"
[1] 10.959867 41.040007 48.582488  3.417638
[1] "Cost"
[1] 110.4067
[1] "Iteration" "99"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.243144907  0.07007900
[2,] 0.001538452 -0.01016007
[3,] 1.984558657 -0.07259761
[4,] 1.999569780  0.51027121
[1] "Weights"
[1] 10.797193 41.202681 48.624759  3.375366
[1] "Cost"
[1] 110.3857
[1] "Iteration" "100"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.244753688  0.070416940
[2,] 0.002090914 -0.009929701
[3,] 1.984544532 -0.072312813
[4,] 2.000114183  0.514388380
[1] "Weights"
[1] 10.64071 41.35916 48.66454  3.33558
[1] "Cost"
[1] 110.3645
[1] "Iteration" "101"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.246243522  0.070721203
[2,] 0.002646386 -0.009701504
[3,] 1.984525142 -0.072036185
[4,] 2.000764850  0.517990096
[1] "Weights"
[1] 10.489723 41.510153 48.701147  3.298977
[1] "Cost"
[1] 110.3447
[1] "Iteration" "102"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.247628256  0.070994733
[2,] 0.003204107 -0.009475176
[3,] 1.984500880 -0.071771176
[4,] 2.001514127  0.521042893
[1] "Weights"
[1] 10.343527 41.656349 48.734308  3.265815
[1] "Cost"
[1] 110.3275
[1] "Iteration" "103"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.248921182  0.071240280
[2,] 0.003763674 -0.009250335
[3,] 1.984473427 -0.071520632
[4,] 2.002328306  0.523609804
[1] "Weights"
[1] 10.201455 41.798422 48.764175  3.235948
[1] "Cost"
[1] 110.3136
[1] "Iteration" "104"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.250134847  0.07146038
[2,] 0.004325038 -0.00902654
[3,] 1.984444959 -0.07128663
[4,] 2.003162072  0.52579414
[1] "Weights"
[1] 10.062852 41.937026 48.791073  3.209049
[1] "Cost"
[1] 110.3024
[1] "Iteration" "105"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.251280959  0.071657307
[2,] 0.004888483 -0.008803288
[3,] 1.984417208 -0.071070319
[4,] 2.003977698  0.527689006
[1] "Weights"
[1]  9.927083 42.072796 48.815328  3.184794
[1] "Cost"
[1] 110.2933
[1] "Iteration" "106"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.252370356  0.07183311
[2,] 0.005454606 -0.00858002
[3,] 1.984391122 -0.07087193
[4,] 2.004753096  0.52936182
[1] "Weights"
[1]  9.793527 42.206352 48.837220  3.162901
[1] "Cost"
[1] 110.2856
[1] "Iteration" "107"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.253413036  0.07198956
[2,] 0.006024304 -0.00835612
[3,] 1.984367029 -0.07069095
[4,] 2.005479470  0.53085908
[1] "Weights"
[1]  9.661574 42.338306 48.856994  3.143126
[1] "Cost"
[1] 110.2787
[1] "Iteration" "108"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.254418223  0.072128178
[2,] 0.006598757 -0.008130914
[3,] 1.984344904 -0.070526254
[4,] 2.006156099  0.532214037
[1] "Weights"
[1]  9.530619 42.469261 48.874888  3.125232
[1] "Cost"
[1] 110.2724
[1] "Iteration" "109"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]        [,2]
[1,] 0.255394461  0.07225020
[2,] 0.007179421 -0.00790366
[3,] 1.984324573 -0.07037634
[4,] 2.006786203  0.53345166
[1] "Weights"
[1]  9.400057 42.599824 48.891129  3.108990
[1] "Cost"
[1] 110.2665
[1] "Iteration" "110"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.256349731  0.072356604
[2,] 0.007768033 -0.007673544
[3,] 1.984305819 -0.070239594
[4,] 2.007374430  0.534591346
[1] "Weights"
[1]  9.269274 42.730607 48.905930  3.094188
[1] "Cost"
[1] 110.2608
[1] "Iteration" "111"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.257291577  0.072448084
[2,] 0.008366617 -0.007439673
[3,] 1.984288433 -0.070114450
[4,] 2.007925522  0.535648290
[1] "Weights"
[1]  9.137639 42.862243 48.919480  3.080638
[1] "Cost"
[1] 110.2552
[1] "Iteration" "112"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.258227250  0.072525047
[2,] 0.008977506 -0.007201056
[3,] 1.984272239 -0.069999529
[4,] 2.008443685  0.536634277
[1] "Weights"
[1]  9.004491 42.995392 48.931939  3.068178
[1] "Cost"
[1] 110.2496
[1] "Iteration" "113"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
            [,1]         [,2]
[1,] 0.259163853  0.072587588
[2,] 0.009603377 -0.006956589
[3,] 1.984257092 -0.069893683
[4,] 2.008932334  0.537558253
[1] "Weights"
[1]  8.869131 43.130752 48.943436  3.056681
[1] "Cost"
[1] 110.2440
[1] "Iteration" "114"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26010851  0.072635461
[2,] 0.01024729 -0.006705037
[3,] 1.98424288 -0.069796006
[4,] 2.00939404  0.538426781
[1] "Weights"
[1]  8.730805 43.269078 48.954072  3.046044
[1] "Cost"
[1] 110.2381
[1] "Iteration" "115"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26106853  0.072668035
[2,] 0.01091278 -0.006445005
[3,] 1.98422954 -0.069705810
[4,] 2.00983057  0.539244434
[1] "Weights"
[1]  8.588690 43.411194 48.963921  3.036194
[1] "Cost"
[1] 110.2321
[1] "Iteration" "116"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26205163  0.072684224
[2,] 0.01160389 -0.006174902
[3,] 1.98421699 -0.069622597
[4,] 2.01024299  0.540014147
[1] "Weights"
[1]  8.441868 43.558017 48.973039  3.027077
[1] "Cost"
[1] 110.2257
[1] "Iteration" "117"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26306616  0.072682398
[2,] 0.01232535 -0.005892907
[3,] 1.98420522 -0.069546016
[4,] 2.01063179  0.540737554
[1] "Weights"
[1]  8.289306 43.710579 48.981461  3.018654
[1] "Cost"
[1] 110.2188
[1] "Iteration" "118"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.26412137  0.07266024
[2,] 0.01308265 -0.00559691
[3,] 1.98419420 -0.06947583
[4,] 2.01099700  0.54141531
[1] "Weights"
[1]  8.129823 43.870063 48.989212  3.010902
[1] "Cost"
[1] 110.2114
[1] "Iteration" "119"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26522778  0.072614559
[2,] 0.01388231 -0.005284449
[3,] 1.98418393 -0.069411856
[4,] 2.01133837  0.542047419
[1] "Weights"
[1]  7.962047 44.037839 48.996311  3.003803
[1] "Cost"
[1] 110.2032
[1] "Iteration" "120"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26639760  0.072541014
[2,] 0.01473205 -0.004952629
[3,] 1.98417441 -0.069353958
[4,] 2.01165549  0.542633533
[1] "Weights"
[1]  7.784371 44.215516 49.002771  2.997343
[1] "Cost"
[1] 110.1941
[1] "Iteration" "121"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26764530  0.072433718
[2,] 0.01564117 -0.004598016
[3,] 1.98416563 -0.069301983
[4,] 2.01194800  0.543173266
[1] "Weights"
[1]  7.594879 44.405008 49.008604  2.991509
[1] "Cost"
[1] 110.1837
[1] "Iteration" "122"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.26898835  0.072284655
[2,] 0.01662096 -0.004216503
[3,] 1.98415760 -0.069255748
[4,] 2.01221565  0.543666453
[1] "Weights"
[1]  7.391267 44.608621 49.013827  2.986285
[1] "Cost"
[1] 110.1716
[1] "Iteration" "123"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.27044825  0.072082816
[2,] 0.01768529 -0.003803145
[3,] 1.98415030 -0.069215018
[4,] 2.01245848  0.544113369
[1] "Weights"
[1]  7.170725 44.829163 49.018462  2.981650
[1] "Cost"
[1] 110.1572
[1] "Iteration" "124"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.2720519  0.071812884
[2,] 0.0188514 -0.003351949
[3,] 1.9841437 -0.069179495
[4,] 2.0126769  0.544514865
[1] "Weights"
[1]  6.929790 45.070099 49.022538  2.977574
[1] "Cost"
[1] 110.1396
[1] "Iteration" "125"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.27383336  0.071453189
[2,] 0.02014093 -0.002855623
[3,] 1.98413784 -0.069148819
[4,] 2.01287151  0.544872434
[1] "Weights"
[1]  6.664138 45.335751 49.026088  2.974023
[1] "Cost"
[1] 110.1177
[1] "Iteration" "126"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.27583669  0.070972448
[2,] 0.02158144 -0.002305283
[3,] 1.98413263 -0.069122581
[4,] 2.01304354  0.545188190
[1] "Weights"
[1]  6.368321 45.631569 49.029154  2.970957
[1] "Cost"
[1] 110.0893
[1] "Iteration" "127"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.27811919  0.070324409
[2,] 0.02320832 -0.001690166
[3,] 1.98412803 -0.069100335
[4,] 2.01319434  0.545464781
[1] "Weights"
[1]  6.035405 45.964485 49.031779  2.968332
[1] "Cost"
[1] 110.0513
[1] "Iteration" "128"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.28075583  0.0694387703
[2,] 0.02506755 -0.0009974702
[3,] 1.98412401 -0.0690816219
[4,] 2.01332553  0.5457052591
[1] "Weights"
[1]  5.65652 46.34337 49.03401  2.96610
[1] "Cost"
[1] 109.9986
[1] "Iteration" "129"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.28384321  0.0682053046
[2,] 0.02721907 -0.0002126557
[3,] 1.98412051 -0.0690659863
[4,] 2.01343887  0.5459129224
[1] "Weights"
[1]  5.220339 46.779549 49.035896  2.964215
[1] "Cost"
[1] 109.9221
[1] "Iteration" "130"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.28749680  0.0664453407
[2,] 0.02974057  0.0006788944
[3,] 1.98411746 -0.0690529929
[4,] 2.01353621  0.5460911673
[1] "Weights"
[1]  4.712675 47.287213 49.037481  2.962631
[1] "Cost"
[1] 109.8049
[1] "Iteration" "131"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.29181244  0.063860402
[2,] 0.03272954  0.001686583
[3,] 1.98411482 -0.069042239
[4,] 2.01361935  0.546243353
[1] "Weights"
[1]  4.116823 47.883064 49.038806  2.961307
[1] "Cost"
[1] 109.6134
[1] "Iteration" "132"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.29665133  0.059948449
[2,] 0.03629564  0.002799988
[3,] 1.98411254 -0.069033351
[4,] 2.01369003  0.546372697
[1] "Weights"
[1]  3.416745 48.583142 49.039910  2.960203
[1] "Cost"
[1] 109.2726
[1] "Iteration" "133"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.30046732  0.053955384
[2,] 0.04051158  0.003952286
[3,] 1.98411089 -0.069025935
[4,] 2.01374990  0.546482200
[1] "Weights"
[1]  2.609710 49.390203 49.040801  2.959286
[1] "Cost"
[1] 108.5895
[1] "Iteration" "134"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.29331240  0.045796653
[2,] 0.04515707  0.004946608
[3,] 1.98411309 -0.069019017
[4,] 2.01380042  0.546574604
[1] "Weights"
[1]  1.751739 50.248462 49.041275  2.958524
[1] "Cost"
[1] 106.9295
[1] "Iteration" "135"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.22896044  0.047795023
[2,] 0.04853853  0.005465361
[3,] 1.98412939 -0.069010845
[4,] 2.01384299  0.546652424
[1] "Weights"
[1]  1.106641 50.894918 49.040551  2.957890
[1] "Cost"
[1] 101.4250
[1] "Iteration" "136"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 3.564164e-06  5.389816e-07
[2,] 4.887986e-02  5.562302e-03
[3,] 1.984106e+00 -6.901092e-02
[4,] 2.013879e+00  5.467179e-01
[1] "Weights"
[1]  1.000000 50.999860 49.042785  2.957355
[1] "Cost"
[1] 87.6759
[1] "Iteration" "137"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410500 -0.06900774
[4,] 2.01390867  0.54677248
[1] "Weights"
[1]  1.000000 50.999862 49.043204  2.956933
[1] "Cost"
[1] 87.67585
[1] "Iteration" "138"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410420 -0.06900504
[4,] 2.01393368  0.54681818
[1] "Weights"
[1]  1.000000 50.999862 49.043560  2.956578
[1] "Cost"
[1] 87.67583
[1] "Iteration" "139"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]       [,2]
[1,] 0.00000000  0.0000000
[2,] 0.04887989  0.0055623
[3,] 1.98410354 -0.0690028
[4,] 2.01395460  0.5468564
[1] "Weights"
[1]  1.000000 50.999862 49.043856  2.956282
[1] "Cost"
[1] 87.67582
[1] "Iteration" "140"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410298 -0.06900095
[4,] 2.01397207  0.54688831
[1] "Weights"
[1]  1.000000 50.999862 49.044102  2.956036
[1] "Cost"
[1] 87.67581
[1] "Iteration" "141"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410251 -0.06899943
[4,] 2.01398665  0.54691493
[1] "Weights"
[1]  1.000000 50.999862 49.044305  2.955833
[1] "Cost"
[1] 87.6758
[1] "Iteration" "142"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410212 -0.06899817
[4,] 2.01399879  0.54693711
[1] "Weights"
[1]  1.000000 50.999862 49.044474  2.955664
[1] "Cost"
[1] 87.6758
[1] "Iteration" "143"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410180 -0.06899713
[4,] 2.01400890  0.54695559
[1] "Weights"
[1]  1.000000 50.999862 49.044613  2.955524
[1] "Cost"
[1] 87.6758
[1] "Iteration" "144"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410153 -0.06899627
[4,] 2.01401733  0.54697096
[1] "Weights"
[1]  1.000000 50.999862 49.044729  2.955409
[1] "Cost"
[1] 87.6758
[1] "Iteration" "145"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410130 -0.06899556
[4,] 2.01402433  0.54698376
[1] "Weights"
[1]  1.000000 50.999862 49.044825  2.955313
[1] "Cost"
[1] 87.6758
[1] "Iteration" "146"      
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 0.00000000  0.00000000
[2,] 0.04887989  0.00556230
[3,] 1.98410112 -0.06899498
[4,] 2.01403016  0.54699440
[1] "Weights"
[1]  1.000000 50.999862 49.044905  2.955233
[1] "Cost"
[1] 87.6758
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.7668667 -0.052712826
[2,] 1.2987042  0.004822679
[3,] 0.2557928 -0.013802646
[4,] 1.1733479 -0.023017493
[1] "Weights"
[1] 20.25824 22.81165 33.47286 27.45724
[1] "Cost"
[1] 199.1644
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.8918893 -0.055426426
[2,] 1.3670886 -0.012342725
[3,] 0.1423587  0.000968315
[4,] 1.2480084 -0.026059908
[1] "Weights"
[1] 20.41664 21.37109 35.39086 26.82141
[1] "Cost"
[1] 171.0855
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99453066 -0.060272159
[2,] 1.45561195 -0.015710312
[3,] 0.04552735  0.008155543
[4,] 1.34190221 -0.029014309
[1] "Weights"
[1] 23.61180 18.29293 38.95889 23.13637
[1] "Cost"
[1] 144.0132
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00562087 -0.053739303
[2,] 1.56854263 -0.015911692
[3,] 0.03647311  0.006011658
[4,] 1.46059217 -0.029865095
[1] "Weights"
[1] 30.35152 12.97323 44.28570 16.38955
[1] "Cost"
[1] 126.5509
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 2.00101143 -0.045262191
[2,] 1.65413611 -0.024910677
[3,] 0.03687422  0.004759575
[4,] 1.54427785 -0.037175679
[1] "Weights"
[1] 36.714378  8.743204 47.361150 11.181267
[1] "Cost"
[1] 119.1350
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99752926 -0.040634202
[2,] 1.72252396 -0.045652438
[3,] 0.03981635  0.005421334
[4,] 1.60891953 -0.054339019
[1] "Weights"
[1] 41.308181  5.881141 49.056127  7.754551
[1] "Cost"
[1] 114.8661
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.99604558 -0.039093276
[2,] 1.76072864 -0.070603702
[3,] 0.04314916  0.005785932
[4,] 1.64795573 -0.076332016
[1] "Weights"
[1] 44.676135  3.893259 49.989921  5.440685
[1] "Cost"
[1] 111.8132
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9941218 -0.039794828
[2,] 1.7521421 -0.094204478
[3,] 0.0457963  0.005807202
[4,] 1.6538803 -0.100502594
[1] "Weights"
[1] 47.331116  2.424474 50.491205  3.753206
[1] "Cost"
[1] 108.8375
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 1.9904079 -0.042013763
[2,] 1.6590113 -0.103991333
[3,] 0.0475581  0.005741821
[4,] 1.6225539 -0.124171515
[1] "Weights"
[1] 49.411666  1.394676 50.760621  2.433037
[1] "Cost"
[1] 104.0112
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.98646882 -0.04417323
[2,] 0.85486096 -0.03516419
[3,] 0.04856921  0.00564770
[4,] 1.53904045 -0.13305014
[1] "Weights"
[1] 50.651131  1.004637 50.925070  1.419162
[1] "Cost"
[1] 88.30853
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
              [,1]           [,2]
[1,]  1.985281e+00  -4.490341e-02
[2,] 7.947930e-132  1.754132e-132
[3,]  4.887907e-02   5.563190e-03
[4,]  8.951537e-01  -6.019377e-02
[1] "Weights"
[1] 50.995836  1.000000 50.997672  1.006493
[1] "Cost"
[1] 72.79651
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
              [,1]           [,2]
[1,]  1.985273e+00  -4.490698e-02
[2,]  0.000000e+00   0.000000e+00
[3,]  4.888057e-02   5.562278e-03
[4,] 4.214070e-103  1.586042e-103
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "21"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 1.98527338 -0.044906983
[2,] 0.00000000  0.000000000
[3,] 0.04888057  0.005562278
[4,] 0.00000000  0.000000000
[1] "Weights"
[1] 51.00008  1.00000 50.99992  1.00000
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]        [,2]
[1,] 0.5299230 -0.00472904
[2,] 0.2613251 -0.01375434
[3,] 1.8426605 -0.03708320
[4,] 1.2502789 -0.02090720
[1] "Weights"
[1] 25.54853 22.53952 27.43820 28.47375
[1] "Cost"
[1] 198.751
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]          [,2]
[1,] 0.4631857  0.0009537199
[2,] 0.1347413  0.0009372541
[3,] 1.9543349 -0.0487578732
[4,] 1.2349949 -0.0238551094
[1] "Weights"
[1] 24.42757 22.91814 29.36380 27.29048
[1] "Cost"
[1] 168.3993
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.37836472  0.006371372
[2,] 0.04434039  0.006479847
[3,] 2.00837305 -0.051643645
[4,] 1.20429705 -0.024329952
[1] "Weights"
[1] 20.40963 26.78955 34.85536 21.94546
[1] "Cost"
[1] 142.4690
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.30243223  0.013164686
[2,] 0.03757218  0.001757077
[3,] 2.00966844 -0.045633105
[4,] 1.22292725 -0.028224564
[1] "Weights"
[1] 14.02525 34.54647 40.61647 14.81182
[1] "Cost"
[1] 126.6394
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.22477059  0.030093173
[2,] 0.03953232 -0.001364918
[3,] 2.00514934 -0.042225319
[4,] 1.27253479 -0.037433770
[1] "Weights"
[1]  9.285800 40.504889 44.466586  9.742725
[1] "Cost"
[1] 118.9919
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.15404657  0.052572667
[2,] 0.04147287 -0.001058666
[3,] 2.00009588 -0.041412186
[4,] 1.31061240 -0.054552119
[1] "Weights"
[1]  6.347566 44.211473 46.935163  6.505798
[1] "Cost"
[1] 114.6067
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.10719236  0.0766173991
[2,] 0.04350887  0.0002763076
[3,] 1.99522289 -0.0417818858
[4,] 1.32728486 -0.0759590686
[1] "Weights"
[1]  4.407866 46.681444 48.580413  4.330276
[1] "Cost"
[1] 111.5414
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.08137810  0.099176211
[2,] 0.04615531  0.001940650
[3,] 1.99075925 -0.042821705
[4,] 1.32218091 -0.095006877
[1] "Weights"
[1]  2.951203 48.556863 49.750158  2.741776
[1] "Cost"
[1] 108.5923
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.06420384  0.115526773
[2,] 0.04835765  0.003885564
[3,] 1.98698339 -0.044147738
[4,] 1.28796948 -0.103421513
[1] "Weights"
[1]  1.792257 50.036552 50.591496  1.579695
[1] "Cost"
[1] 103.7014
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.10253097  0.098965761
[2,] 0.04892312  0.005389825
[3,] 1.98536198 -0.044883704
[4,] 1.05239769 -0.057403378
[1] "Weights"
[1]  1.085851 50.908887 50.979320  1.025943
[1] "Cost"
[1] 88.34214
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 9.656386e-09  1.102268e-09
[2,] 4.888057e-02  5.562279e-03
[3,] 1.985273e+00 -4.490698e-02
[4,] 2.015039e-31  1.197154e-31
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37197
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 0.04888057  0.005562278
[3,] 1.98527338 -0.044906983
[4,] 0.00000000  0.000000000
[1] "Weights"
[1]  1.00000 50.99992 51.00008  1.00000
[1] "Cost"
[1] 68.37196
[1] "About to enter iterations"
[1] "Iteration" "0"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
          [,1]         [,2]
[1,] 0.6349710  0.001004345
[2,] 1.9066702 -0.040171678
[3,] 1.4308995 -0.044493475
[4,] 0.1515482  0.002709531
[1] "Weights"
[1] 29.43694 23.69546 26.76985 24.09775
[1] "Cost"
[1] 195.9609
[1] "Iteration" "1"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]          [,2]
[1,] 0.61543668 -0.0005045641
[2,] 1.99551337 -0.0465538034
[3,] 1.47467644 -0.0405570678
[4,] 0.05384088  0.0060758978
[1] "Weights"
[1] 27.28579 25.77998 24.53888 26.39535
[1] "Cost"
[1] 156.8007
[1] "Iteration" "2"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.63038777  0.003006826
[2,] 2.01245571 -0.046487213
[3,] 1.53460038 -0.044108993
[4,] 0.03552471  0.005353145
[1] "Weights"
[1] 19.52283 32.06630 18.15660 34.25427
[1] "Cost"
[1] 134.0482
[1] "Iteration" "3"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.67193142  0.011082783
[2,] 2.00843465 -0.042238402
[3,] 1.61363110 -0.051396610
[4,] 0.03682121  0.001230819
[1] "Weights"
[1] 12.49731 37.90755 12.38660 41.20854
[1] "Cost"
[1] 122.9566
[1] "Iteration" "4"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.72931782  0.016283439
[2,] 2.00364909 -0.040339688
[3,] 1.68602466 -0.065832699
[4,] 0.03916867  0.001613303
[1] "Weights"
[1]  7.960273 41.972703  8.587519 45.479505
[1] "Cost"
[1] 117.1355
[1] "Iteration" "5"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.80610005  0.011852725
[2,] 2.00017696 -0.039782158
[3,] 1.73093287 -0.084882449
[4,] 0.04150013  0.003439099
[1] "Weights"
[1]  5.028684 44.835964  6.099509 48.035843
[1] "Cost"
[1] 113.2803
[1] "Iteration" "6"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.89879206 -0.001551473
[2,] 1.99664060 -0.040056011
[3,] 1.74200931 -0.105687564
[4,] 0.04442092  0.004778994
[1] "Weights"
[1]  3.057474 47.017932  4.339431 49.585163
[1] "Cost"
[1] 110.0789
[1] "Iteration" "7"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.99889757 -0.017185946
[2,] 1.99236245 -0.041269835
[3,] 1.72308574 -0.126784310
[4,] 0.04708395  0.005417415
[1] "Weights"
[1]  1.732974 48.807064  2.969917 50.490045
[1] "Cost"
[1] 106.1595
[1] "Iteration" "8"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]        [,2]
[1,] 1.02531953 -0.01073455
[2,] 1.98798405 -0.04322120
[3,] 1.67653964 -0.14298567
[4,] 0.04836765  0.00562146
[1] "Weights"
[1]  1.058188 50.205639  1.841755 50.894418
[1] "Cost"
[1] 96.86463
[1] "Iteration" "9"        
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 2.175363e-14  9.714517e-15
[2,] 1.985506e+00 -4.473327e-02
[3,] 1.521614e+00 -1.262113e-01
[4,] 4.881073e-02  5.588406e-03
[1] "Weights"
[1]  1.000000 50.911800  1.109432 50.978769
[1] "Cost"
[1] 80.96803
[1] "Iteration" "10"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
             [,1]          [,2]
[1,] 0.000000e+00  0.000000e+00
[2,] 1.985273e+00 -4.490699e-02
[3,] 8.306036e-07  1.204484e-07
[4,] 4.888061e-02  5.562277e-03
[1] "Weights"
[1]  1.00000 51.00007  1.00000 50.99993
[1] "Cost"
[1] 68.37198
[1] "Iteration" "11"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906984
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "12"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "13"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "14"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "15"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "16"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "17"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "18"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "19"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Iteration" "20"       
[1] "Calling UpdateCatw"
[1] "Calling UpdateMix"
[1] "Means"
           [,1]         [,2]
[1,] 0.00000000  0.000000000
[2,] 1.98527338 -0.044906983
[3,] 0.00000000  0.000000000
[4,] 0.04888057  0.005562278
[1] "Weights"
[1]  1.00000 51.00008  1.00000 50.99992
[1] "Cost"
[1] 68.37196
[1] "Entering MembProbFn2: Computing probabilities"
[1] "Ncat=4 Ndim=2 Nsamples=100"
[1] "Finished membprobFn2"
[1] "Entering MembProbFn2: Computing probabilities"
[1] "Ncat=4 Ndim=2 Nsamples=100"
[1] "Finished membprobFn2"
> # or could use
> # vbmix <- vabayelMix(data, prior=useprior.l, Ncat=4, nruns=10, npick=2,MaxIt=500, conv.tol=0.001, nCVconv=10);
> plot(1:NsTot,vbmix$wcl[1,],type="h",col=types.idx);
> 
> 
> 
> ### * <FOOTER>
> ###
> cat("Time elapsed: ", proc.time() - get("ptime", env = .CheckExEnv),"\n")
Time elapsed:  17.74 0.22 18.12 0 0 
> grDevices::dev.off()
null device 
          1 
> ###
> ### Local variables: ***
> ### mode: outline-minor ***
> ### outline-regexp: "\\(> \\)?### [*]+" ***
> ### End: ***
> quit('no')