Combinatorial Efficient Global Optimization

[Up] [Top]

Documentation for package ‘CEGO’ version 2.0.0

Help Pages

CEGO-package Combinatorial Efficient Global Optimization in R
benchmarkGeneratorFSP Create Flow shop Scheduling Problem (FSP) Benchmark
benchmarkGeneratorNKL NK-Landscape Benchmark Creation
benchmarkGeneratorQAP Create Quadratic Assignment Problem (QAP) Benchmark
benchmarkGeneratorTSP Create (Asymmetric) Travelling Salesperson Problem (TSP) Benchmark
benchmarkGeneratorWT Create single-machine total Weighted Tardiness (WT) Problem Benchmark
CEGO Combinatorial Efficient Global Optimization in R
distanceMatrix Calculate Distance Matrix
distancePermutationAdjacency Adjacency Distance for Permutations
distancePermutationChebyshev Chebyshev Distance for Permutations
distancePermutationCos Cosine Distance for Permutations
distancePermutationEuclidean Euclidean Distance for Permutations
distancePermutationHamming Hamming Distance for Permutations
distancePermutationInsert Insert Distance for Permutations
distancePermutationInterchange Interchange Distance for Permutations
distancePermutationLCStr Longest Common Substring Distance for Permutations
distancePermutationLee Lee Distance for Permutations
distancePermutationLevenshtein Levenshtein Distance for Permutations
distancePermutationLex Lexicographic permutation distance
distancePermutationManhattan Manhattan Distance for Permutations
distancePermutationPosition Position Distance for Permutations
distancePermutationPosition2 Squared Position Distance for Permutations
distancePermutationR R-Distance for Permutations
distancePermutationSwap Swap-Distance for Permutations
distanceVector Calculate Distance Vector
infillExpectedImprovement Negative Logarithm of Expected Improvement
landscapeGeneratorGaussian Create Gaussian Landscape
landscapeGeneratorMUL Multimodal Fitness Landscape
landscapeGeneratorUNI Unimodal Fitness Landscape
lexicographicPermutationOrderNumber Lexicographic order number
modelKriging Kriging Model
modelLinear Distance based Linear Model
modelRBFN RBFN Model
mutationBinary Bit-flip Mutation for Bit-strings
mutationBinaryFast Bit-flip Mutation for Bit-strings (Fast)
mutationPermutationInterchange Interchange Mutation for Permutations
mutationPermutationReversal Reversal Mutation for Permutations
mutationPermutationSwap Swap Mutation for Permutations
optim2Opt Two-Opt
optimCEGO Combinatorial Efficient Global Optimization
optimEA Evolutionary Algorithm for Combinatorial Optimization
optimInterface optimInterface
optimRS Combinatorial Random Search
predict.modelKriging Predict: Combinatorial Kriging
predict.modelLinear Predict: Combinatorial Kriging
predict.modelRBFN Predict: Combinatorial RBFN
recombinationBinaryUniformCrossoverFast Uniform Crossover for Bit Strings
recombinationPermutationCycleCrossover Cycle Crossover (CX) for Permutations
solutionFunctionGeneratorBinary Binary String Generator Function
solutionFunctionGeneratorPermutation Permutation Generator Function