![[R logo]](../../../doc/html/logo.jpg){kind=logo}
![[Up]](../../../doc/html/left.jpg){kind=small}
![[Top]](../../../doc/html/up.jpg){kind=small}
A B C D E F G H I J L M N O P R S T W misc
| rgp-package | The RGP package |
| AllExpressionNodes | Common higher-order functions for transforming R expressions... |
| AnyExpressionNode | Common higher-order functions for transforming R expressions... |
| arithmeticFunctionSet | Default function- and constant factory sets for Genetic Programming... |
| arity | Determine the number of arguments of a function... |
| arity.primitive | Determine the number of arguments of a primitive function... |
| breed | Breeding of GP individuals... |
| buildingBlock | Support for GP buidling blocks... |
| buildingBlockq | Support for GP buidling blocks... |
| buildingBlockTag | Building block tags... |
| buildingBlockTag<- | Building block tags... |
| c.constantFactorySet | Functions for defining the search space for Genetic Programming... |
| c.functionSet | Functions for defining the search space for Genetic Programming... |
| c.inputVariableSet | Functions for defining the search space for Genetic Programming... |
| calculateSTypeRecursive | Inference of sTypes... |
| commonSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| constantFactorySet | Functions for defining the search space for Genetic Programming... |
| contains | Functions for Lisp-like list processing... |
| crossover | Random crossover (recombination) of functions and expressions... |
| crossoverexpr | Random crossover (recombination) of functions and expressions... |
| crossoverexprTyped | Random crossover (recombination) of functions and expressions... |
| crossoverTyped | Random crossover (recombination) of functions and expressions... |
| customDist | A dist function that supports custom metrics... |
| dataDrivenGeneticProgramming | Data-driven untyped standard genetic programming... |
| differingSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| do.call.ignore.unused.arguments | A variant of do... |
| embedDataFrame | Embed columns in a data frame... |
| evaluationsPerSecondBenchmark | Utility functions for testing and benchmarking the RGP system... |
| expLogFunctionSet | Default function- and constant factory sets for Genetic Programming... |
| exprChildrenOrEmptyList | Return the Children of an Expression or the Empty List if there are None... |
| exprCount | Complexity measures for R functions and expressions... |
| exprDepth | Complexity measures for R functions and expressions... |
| exprLabel | Return the "label" at the Root Node of an Expression Tree... |
| exprLeaves | Complexity measures for R functions and expressions... |
| exprShapesOfDepth | Upper bounds for expression tree search space sizes... |
| exprShapesOfMaxDepth | Upper bounds for expression tree search space sizes... |
| exprShapesOfMaxSize | Upper bounds for expression tree search space sizes... |
| exprShapesOfSize | Upper bounds for expression tree search space sizes... |
| exprSize | Complexity measures for R functions and expressions... |
| exprsOfDepth | Upper bounds for expression tree search space sizes... |
| exprsOfMaxDepth | Upper bounds for expression tree search space sizes... |
| exprsOfMaxSize | Upper bounds for expression tree search space sizes... |
| exprsOfSize | Upper bounds for expression tree search space sizes... |
| exprToGraph | Visualization of functions and expressions as trees... |
| exprToIgraph | Visualization of functions and expressions as trees... |
| exprToPlotmathExpr | Convert any expression to an expression that is plottable by plotmath... |
| exprVisitationLength | Complexity measures for R functions and expressions... |
| exprVisitationLengthRecursive | Complexity measures for R functions and expressions... |
| extractAttributes | Extract a given attribute of all objects in a list and tag that list with the... |
| extractLeafSymbols | Functions for handling R symbols / names... |
| fifth | Functions for Lisp-like list processing... |
| first | Functions for Lisp-like list processing... |
| flatten | Splitting and grouping of lists... |
| FlattenExpression | Common higher-order functions for transforming R expressions... |
| formatSeconds | Format time and data values into human-readable character vectors... |
| fourth | Functions for Lisp-like list processing... |
| funcCount | Complexity measures for R functions and expressions... |
| funcDepth | Complexity measures for R functions and expressions... |
| funcLeaves | Complexity measures for R functions and expressions... |
| funcSize | Complexity measures for R functions and expressions... |
| functionSet | Functions for defining the search space for Genetic Programming... |
| funcToIgraph | Visualization of functions and expressions as trees... |
| funcToPlotmathExpr | Convert a function to an expression plottable by plotmath... |
| funcVisitationLength | Complexity measures for R functions and expressions... |
| geneticProgramming | Standard typed and untyped genetic programming... |
| getPw | Functions for defining the search space for Genetic Programming... |
| getSTypeFromFormalsStack | Inference of sTypes... |
| groupListConsecutive | Splitting and grouping of lists... |
| groupListDistributed | Splitting and grouping of lists... |
| hasBuildingBlockTag | Building block tags... |
| hasPw | Functions for defining the search space for Genetic Programming... |
| hasStype | Tagging objects with sTypes... |
| ifPositive | Some simple arithmetic and logic functions for use in GP expressions... |
| ifThenElse | Some simple arithmetic and logic functions for use in GP expressions... |
| inputVariableSet | Functions for defining the search space for Genetic Programming... |
| inputVariablesOfIndividual | Functions for analysing GP individuals... |
| insertionSort | Sorting algorithms for vectors and lists... |
| intersperse | Splitting and grouping of lists... |
| inversePermutation | Calculate the inverse of a permutation... |
| is.atom | Functions for Lisp-like list processing... |
| is.composite | Functions for Lisp-like list processing... |
| is.empty | Functions for Lisp-like list processing... |
| is.sType | Check if an object is an sType... |
| iterate | Repeatedly apply a function... |
| joinElites | Join elite lists... |
| ln | Some simple arithmetic and logic functions for use in GP expressions... |
| makeComplexityTournamentSelection | GP selection functions... |
| makeEmptyRestartCondition | Evolution restart conditions... |
| makeEvaluationsStopCondition | Evolution stop conditions... |
| makeFitnessDistributionRestartCondition | Evolution restart conditions... |
| makeFitnessStagnationRestartCondition | Evolution restart conditions... |
| makeFitnessStopCondition | Evolution stop conditions... |
| makeFunctionFitnessFunction | Create a fitness function from a function of one variable... |
| makeHierarchicalClusterFunction | Clustering Populations for Niching... |
| makeLocalRestartStrategy | Evolution restart strategies... |
| makeMultiObjectiveTournamentSelection | GP selection functions... |
| makePopulation | Classes for populations of individuals represented as functions... |
| makeRegressionFitnessFunction | Create a fitness function for symbolic regression... |
| makeStepsStopCondition | Evolution stop conditions... |
| makeTimeStopCondition | Evolution stop conditions... |
| makeTournamentSelection | GP selection functions... |
| makeTypedPopulation | Classes for populations of individuals represented as functions... |
| MapExpressionLeafs | Common higher-order functions for transforming R expressions... |
| MapExpressionNodes | Common higher-order functions for transforming R expressions... |
| MapExpressionSubtrees | Common higher-order functions for transforming R expressions... |
| mathFunctionSet | Default function- and constant factory sets for Genetic Programming... |
| mse | Mean squared error (MSE)... |
| multiNicheGeneticProgramming | Cluster-based multi-niche genetic programming... |
| multiNicheSymbolicRegression | Symbolic regression via multi-niche standard genetic programming... |
| mutateChangeDeleteInsert | Random mutation of functions and expressions... |
| mutateChangeLabel | Random mutation of functions and expressions... |
| mutateDeleteInsert | Random mutation of functions and expressions... |
| mutateDeleteSubtree | Random mutation of functions and expressions... |
| mutateFunc | Random mutation of functions and expressions... |
| mutateFuncTyped | Random mutation of functions and expressions... |
| mutateInsertSubtree | Random mutation of functions and expressions... |
| mutateNumericConst | Random mutation of functions and expressions... |
| mutateNumericConstTyped | Random mutation of functions and expressions... |
| mutateSubtree | Random mutation of functions and expressions... |
| mutateSubtreeTyped | Random mutation of functions and expressions... |
| NCSdist | Similarity and Distance Measures for R Functions and Expressions... |
| new.alist | Create a new function argument list from a list or vector of strings... |
| new.function | Create a new function stub... |
| nondeterministicRanking | Create a nondeterministic ranking... |
| normalize | Normalize a vector into the interval [0, 1]... |
| normalizedNumberOfCommonSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| normalizedSizeWeightedNumberOfCommonSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| normInducedFunctionDistance | Similarity and Distance Measures for R Functions and Expressions... |
| normInducedTreeDistance | Similarity and Distance Measures for R Functions and Expressions... |
| numberOfCommonSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| numberOfDifferingSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| numericConstantSet | Default function- and constant factory sets for Genetic Programming... |
| orderByParetoCrowdingDistance | Rearrange points via Pareto-based rankings... |
| orderByParetoHypervolumeContribution | Rearrange points via Pareto-based rankings... |
| orderByParetoMeasure | Rearrange points via an arbitrary Pareto-based ranking... |
| plotFunctions | Show an overlayed plot of multiple functions... |
| plotPopulationFitnessComplexity | Fitness/Complexity plot for populations... |
| popfitness | Calculate the fitness value of each individual in a population... |
| positive | Some simple arithmetic and logic functions for use in GP expressions... |
| predict.symbolicRegressionModel | Predict method for symbolic regression models... |
| print.population | Classes for populations of individuals represented as functions... |
| print.sType | Prints a sType and returns it invisible. |
| pw | Functions for defining the search space for Genetic Programming... |
| randchild | Select random childs or subtrees of an expression... |
| randelt | Choose a random element from a list or vector... |
| randexprFull | Creates an R expression by random growth... |
| randexprGrow | Creates an R expression by random growth... |
| randexprTypedFull | Creates an R expression by random growth respecting type constraints... |
| randexprTypedGrow | Creates an R expression by random growth respecting type constraints... |
| randfunc | Creates an R function with a random expression as its body... |
| randfuncRampedHalfAndHalf | Creates an R function with a random expression as its body... |
| randfuncTyped | Creates a well-typed R function with a random expression as its body... |
| randfuncTypedRampedHalfAndHalf | Creates a well-typed R function with a random expression as its body... |
| randsubtree | Select random childs or subtrees of an expression... |
| randterminalTyped | Create a random terminal node... |
| rangeTypeOfType | Return the range type if t is a function type, otherwise just return t... |
| rest | Functions for Lisp-like list processing... |
| rgpBenchmark | Utility functions for testing and benchmarking the RGP system... |
| rmse | Root mean squared error (RMSE)... |
| safeDivide | Some simple arithmetic and logic functions for use in GP expressions... |
| safeLn | Some simple arithmetic and logic functions for use in GP expressions... |
| safeSqroot | Some simple arithmetic and logic functions for use in GP expressions... |
| second | Functions for Lisp-like list processing... |
| setSTypeOnFormalsStack | Inference of sTypes... |
| sizeWeightedNumberOfCommonSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| sizeWeightedNumberOfDifferingSubexpressions | Similarity and Distance Measures for R Functions and Expressions... |
| smse | Scaled mean squared error (SMSE)... |
| SNCSdist | Similarity and Distance Measures for R Functions and Expressions... |
| sObject | Type constructors for types in the Rsymbolic type system... |
| sortBy | Sort a vector or list by the result of applying a function... |
| sortByRange | Tabulate a list of functions or input variables by the range part of their sTypes... |
| sortByRanking | Sort a vector or list via a given ranking... |
| sortByType | Tabulate a list of functions or input variables by their sTypes... |
| splitList | Splitting and grouping of lists... |
| st | Type constructors for types in the Rsymbolic type system... |
| sType | Tagging objects with sTypes... |
| sType<- | Tagging objects with sTypes... |
| subDataFrame | Select a continuous subframe of a data frame... |
| subexpressions | Functions for decomposing and recombining R expressions... |
| summary.geneticProgrammingResult | Summary reports of genetic programming run result objects... |
| summary.population | Classes for populations of individuals represented as functions... |
| symbolicRegression | Symbolic regression via untyped standard genetic programming... |
| tabulateFunction | Tabulate a function... |
| third | Functions for Lisp-like list processing... |
| toName | Functions for handling R symbols / names... |
| trigonometricFunctionSet | Default function- and constant factory sets for Genetic Programming... |
| trivialMetric | Similarity and Distance Measures for R Functions and Expressions... |
| typedGeneticProgramming | Standard typed and untyped genetic programming... |
| withAttributesOf | Return expr with the attributes of sourceExpr... |
| !.stopCondition | Evolution stop conditions... |
| %->% | Type constructors for types in the Rsymbolic type system... |
| %::% | Tagging objects with sTypes... |
| &.stopCondition | Evolution stop conditions... |
| |.stopCondition | Evolution stop conditions... |