R: Combinatorial Efficient Global Optimization

# Combinatorial Efficient Global Optimization

## Documentation for package ‘CEGO’ version 2.4.4

- 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