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CEGO (version 1.0.1108)
Combinatorial Efficient Global Optimization
Description
Model building, surrogate model based optimization and Efficient Global Optimization in combinatorial or mixed search spaces.
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1.0.1108
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Install
install.packages('CEGO')
Monthly Downloads
307
Version
1.0.1108
License
GPL (>= 3)
Maintainer
Martin Zaefferer
Last Published
January 6th, 2015
Functions in CEGO (1.0.1108)
Search functions
benchmarkGeneratorFSP
Create Flow shop Scheduling Problem (FSP) Benchmark
landscapeGeneratorGaussianBuild
Gaussian Landscape Core function
distancePermutationLex
Lexicographic permutation distance
fcorrLinear
Linear Kernel for Kriging
distanceVector
Calculate Distance Vector
distancePermutationSwap
Swap-Distance for Permutations
solutionFunctionGeneratorBinary
Binary String Generator Function
combinatorialKrigingLikelihood
Calculate negative log-likelihood
combinatorialLM
Distance based Linear Model
distancePermutationLCStr
Longest Common Substring Distance for Permutations
mutationPermutationSwap
Swap Mutation for Permutations
distanceMatrix
Calculate Distance Matrix
benchmarkGeneratorQAP
Create Quadratic Assignment Problem (QAP) Benchmark
distancePermutationEuclidean
Euclidean Distance for Permutations
optimInterface
optimInterface
distancePermutationLee
Lee Distance for Permutations
landscapeGeneratorMUL
Multimodal Fitness Landscape
initializeDesign
Initialize Random Design
removeDuplicatesOffspring
Remove Duplicates from Offsprings
solutionFunctionGeneratorPermutation
Permutation Generator Function
longestIncreasingSubsequence
Longest Increasing Subsequence
optimEA
Evolutionary Algorithm for Combinatorial Optimization
mutationBinary
Bit-flip Mutation for Bit-strings
distancePermutationManhattan
Manhattan Distance for Permutations
distancePermutationAdjacency
Adjacency Distance for Permutations
optimRS
Combinatorial Random Search
fcorrCubic
Cubic Kernel for Kriging
infillExpectedImprovement
Negative Logarithm of Expected Improvement
predict.CRBFN
Predict: Combinatorial RBFN
landscapeGeneratorGaussian
Create Gaussian Landscape
buildModel
Model building
distancePermutationPosition2
Squared Position Distance for Permutations
benchmarkGeneratorNKL
NK-Landscape Benchmark Creation
benchmarkGeneratorWT
Create single-machine total Weighted Tardiness (WT) Problem Benchmark
combinatorialKriging
Combinatorial Kriging
landscapeGeneratorGaussianEval
Gaussian Landscape Evaluation
tournamentSelection
Tournament Selection
benchmarkGeneratorTSP
Create (Asymmetric) Travelling Salesperson Problem (TSP) Benchmark
CEGO-package
Combinatorial Efficient Global Optimization in R
distancePermutationPosition
Position Distance for Permutations
predict.CLM
Predict: Combinatorial Kriging
distancePermutationInterchange
Interchange Distance for Permutations
distancePermutationR
R-Distance for Permutations
distancePermutationCos
Cosine Distance for Permutations
removeDuplicates
Remove Duplicates
recombinationBinaryUniformCrossoverFast
Uniform Crossover for Bit Strings
fcorrGauss
Gaussian Kernel for Kriging
optim2Opt
Two-Opt
landscapeGeneratorUNI
Unimodal Fitness Landscape
distancePermutationChebyshev
Chebyshev Distance for Permutations
step2Opt
2-Opt Step
distancePermutationHamming
Hamming Distance for Permutations
distancePermutationLevenshtein
Levenshtein Distance for Permutations
mutationBinaryFast
Bit-flip Mutation for Bit-strings (Fast)
recombinationPermutationCycleCrossover
Cycle Crossover (CX) for Permutations
predict.CKriging
Predict: Combinatorial Kriging
fcorrSphere
Spherical Kernel for Kriging
combinatorialRBFN
Combinatorial RBFN
distancePermutationLCSeq
Longest Common Subsequence Distance for Permutations
mutationPermutationInterchange
Interchange Mutation for Permutations
distancePermutationInsert
Insert Distance for Permutations
optimCEGO
Combinatorial Efficient Global Optimization
lexicographicPermutationOrderNumber
Lexicographic order number