Combinatorial Efficient Global Optimization


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Documentation for package ‘CEGO’ version 2.4.0

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CEGO-package Combinatorial Efficient Global Optimization in R
benchmarkGeneratorFSP Create Flow shop Scheduling Problem (FSP) Benchmark
benchmarkGeneratorMaxCut MaxCut Benchmark Creation
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
correctionCNSD Correcting Conditional Negative Semi-Definiteness
correctionDefinite Correcting Definiteness of a Matrix
correctionDistanceMatrix Correction of a Distance Matrix
correctionKernelMatrix Correction of a Kernel (Correlation) Matrix
createSimulatedTestFunction Simulation-based Test Function Generator, Object Interface
distanceMatrix Calculate Distance Matrix
distanceNumericHamming Hamming Distance for Vectors
distanceNumericLCStr Longest Common Substring for Numeric Vectors
distanceNumericLevenshtein Levenshtein Distance for Numeric Vectors
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
distanceRealEuclidean Euclidean Distance
distanceStringHamming Hamming Distance for Strings
distanceStringLCStr Longest Common Substring distance
distanceStringLevenshtein Levenshtein Distance for Strings
distanceVector Calculate Distance Vector
infillExpectedImprovement Negative Logarithm of Expected Improvement
is.CNSD Check for Conditional Negative Semi-Definiteness
is.NSD Check for Negative Semi-Definiteness
is.PSD Check for Positive Semi-Definiteness
kernelMatrix Calculate Kernel Matrix
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
mutationBinaryBitFlip Bit-flip Mutation for Bit-strings
mutationBinaryBlockInversion Block Inversion Mutation for Bit-strings
mutationBinaryCycle Cycle Mutation for Bit-strings
mutationBinarySingleBitFlip Single Bit-flip Mutation for Bit-strings
mutationPermutationInsert Insert Mutation for Permutations
mutationPermutationInterchange Interchange Mutation for Permutations
mutationPermutationReversal Reversal Mutation for Permutations
mutationPermutationSwap Swap Mutation for Permutations
mutationSelfAdapt Self-adaptive mutation operator
mutationStringRandomChange Mutation for Strings
nearCNSD Nearest CNSD matrix
optim2Opt Two-Opt
optimCEGO Combinatorial Efficient Global Optimization
optimEA Evolutionary Algorithm for Combinatorial Optimization
optimInterface Optimization Interface (continuous, bounded)
optimMaxMinDist Max-Min-Distance Optimizer
optimMIES Mixed Integer Evolution Strategy (MIES)
optimRS Combinatorial Random Search
predict.modelKriging Kriging Prediction
predict.modelLinear Predict: Combinatorial Kriging
predict.modelRBFN Predict: Combinatorial RBFN
recombinationBinary1Point Single Point Crossover for Bit Strings
recombinationBinary2Point Two Point Crossover for Bit Strings
recombinationBinaryAnd Arithmetic (AND) Crossover for Bit Strings
recombinationBinaryUniform Uniform Crossover for Bit Strings
recombinationPermutationAlternatingPosition Alternating Position Crossover (AP) for Permutations
recombinationPermutationCycleCrossover Cycle Crossover (CX) for Permutations
recombinationPermutationOrderCrossover1 Order Crossover 1 (OX1) for Permutations
recombinationPermutationPositionBased Position Based Crossover (POS) for Permutations
recombinationSelfAdapt Self-adaptive recombination operator
recombinationStringSinglePointCrossover Single Point Crossover for Strings
repairConditionsCorrelationMatrix Repair Conditions of a Correlation Matrix
repairConditionsDistanceMatrix Repair Conditions of a Distance Matrix
simulate.modelKriging Kriging Simulation
solutionFunctionGeneratorBinary Binary String Generator Function
solutionFunctionGeneratorPermutation Permutation Generator Function
solutionFunctionGeneratorString String Generator Function
testFunctionGeneratorSim Simulation-based Test Function Generator, Data Interface