Man pages for CEGO
Combinatorial Efficient Global Optimization
| 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)... |
| benchmarkGeneratorWT | Create single-machine total Weighted Tardiness (WT) Problem... |
| buildModel | Model building |
| CEGO-package | Combinatorial Efficient Global Optimization in R |
| combinatorialLM | Linear Distance-Based Model |
| combinatorialRBFN | Radial Basis Function Network |
| computeCorrelationMatrix | Compute Correlation Matrix |
| correctionAugmentedDistanceVector | Augmented Distance Correction |
| correctionAugmentedKernelVector | Augmented Kernel Correction |
| 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 |
| designMaxMinDist | Max-Min-Distance Design |
| designRandom | Random Design |
| distanceMatrix | Calculate Distance Matrix |
| distanceMatrixUpdate | Update distance matrix |
| distanceMatrixWrapper | Distance Matrix Wrapper |
| 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 |
| fcorrCubic | Cubic Kernel for Kriging |
| fcorrGauss | Gaussian Kernel for Kriging |
| fcorrLinear | Linear Kernel for Kriging |
| fcorrSphere | Spherical Kernel for Kriging |
| 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 |
| landscapeGeneratorGaussianBuild | Gaussian Landscape Core function |
| landscapeGeneratorGaussianEval | Gaussian Landscape Evaluation |
| landscapeGeneratorMUL | Multimodal Fitness Landscape |
| landscapeGeneratorUNI | Unimodal Fitness Landscape |
| lexicographicPermutationOrderNumber | Lexicographic order number |
| modelKriging | Kriging Model |
| modelKrigingClust | Build clustered model |
| modelKrigingDistanceCalculation | Kriging: Distance Matrix Calculation |
| modelKrigingInit | Kriging: Initial guess and bounds |
| modelKrigingInternalPredictor | Kriging Prediction (internal) |
| modelKrigingLikelihood | Calculate negative log-likelihood |
| modelKrigingParameterizedLikelihood | Calculate negative log-likelihood |
| 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 |
| mutationPermutationInterchangeCore | Interchange of permutation elements |
| 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) |
| optimizeModel | Optimize Surrogate Model |
| 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 |
| Print Function: modelKriging | |
| 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 |
| removeDuplicates | Remove Duplicates |
| removeDuplicatesOffspring | Remove Duplicates from Offsprings |
| repairConditionsCorrelationMatrix | Repair Conditions of a Correlation Matrix |
| repairConditionsDistanceMatrix | Repair Conditions of a Distance Matrix |
| selfAdapt | Self-adaption of EA parameters. |
| simulate.modelKriging | Kriging Simulation |
| solutionFunctionGeneratorBinary | Binary String Generator Function |
| solutionFunctionGeneratorPermutation | Permutation Generator Function |
| solutionFunctionGeneratorString | String Generator Function |
| step2Opt | 2-Opt Step |
| testFunctionGeneratorSim | Simulation-based Test Function Generator, Data Interface |
| tournamentSelection | Tournament Selection |
