Combinatorial Efficient Global Optimization

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Documentation for package ‘CEGO’ version 2.4.3

• DESCRIPTION file.
• Package NEWS.

Help Pages

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
distancePermutationSwapInv	Inverse-Swap-Distance for Permutations
distanceRealEuclidean	Euclidean Distance
distanceSequenceLevenshtein	Levenshtein Distance forsSequences of numbers
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
modelKrigingClust	Build clustered 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.modelKrigingClust	Clustered 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