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CEGO  

Combinatorial Efficient Global Optimization
View on CRAN: Click here


Download and install CEGO package within the R console
Install from CRAN:
install.packages("CEGO")

Install from Github:
library("remotes")
install_github("cran/CEGO")

Install by package version:
library("remotes")
install_version("CEGO", "2.4.4")



Attach the package and use:
library("CEGO")
Maintained by
Martin Zaefferer
[Scholar Profile | Author Map]
First Published: 2015-01-06
Latest Update: 2024-01-27
Description:
Model building, surrogate model based optimization and Efficient Global Optimization in combinatorial or mixed search spaces.
How to cite:
Martin Zaefferer (2015). CEGO: Combinatorial Efficient Global Optimization. R package version 2.4.4, https://cran.r-project.org/web/packages/CEGO. Accessed 29 Mar. 2025.
Previous versions and publish date:
1.0.1108 (2015-01-06 17:35), 2.0.0 (2015-10-06 15:56), 2.1.0 (2016-08-17 21:44), 2.2.0 (2017-07-12 22:02), 2.3.0 (2019-03-05 22:30), 2.4.0 (2019-12-08 17:40), 2.4.2 (2021-05-13 19:02), 2.4.3 (2024-01-27 22:30)
Other packages that cited CEGO R package
View CEGO citation profile
Other R packages that CEGO depends, imports, suggests or enhances
Complete documentation for CEGO
Functions, R codes and Examples using the CEGO R package
Some associated functions: CEGO-package . benchmarkGeneratorFSP . benchmarkGeneratorMaxCut . benchmarkGeneratorNKL . benchmarkGeneratorQAP . benchmarkGeneratorTSP . benchmarkGeneratorWT . buildModel . combinatorialLM . combinatorialRBFN . computeCorrelationMatrix . correctionAugmentedDistanceVector . correctionAugmentedKernelVector . correctionCNSD . correctionDefinite . correctionDistanceMatrix . correctionKernelMatrix . createSimulatedTestFunction . designMaxMinDist . designRandom . distanceMatrix . distanceMatrixUpdate . distanceMatrixWrapper . distanceNumericHamming . distanceNumericLCStr . distanceNumericLevenshtein . distancePermutationAdjacency . distancePermutationChebyshev . distancePermutationCos . distancePermutationEuclidean . distancePermutationHamming . distancePermutationInsert . distancePermutationInterchange . distancePermutationLCStr . distancePermutationLee . distancePermutationLevenshtein . distancePermutationLex . distancePermutationManhattan . distancePermutationPosition . distancePermutationPosition2 . distancePermutationR . distancePermutationSwap . distancePermutationSwapInv . distanceRealEuclidean . distanceStringHamming . distanceStringLCStr . distanceStringLevenshtein . distanceVector . fcorrCubic . fcorrGauss . fcorrLinear . fcorrSphere . infillExpectedImprovement . is.CNSD . is.NSD . is.PSD . kernelMatrix . landscapeGeneratorGaussian . landscapeGeneratorGaussianBuild . landscapeGeneratorGaussianEval . landscapeGeneratorMUL . landscapeGeneratorUNI . lexicographicPermutationOrderNumber . modelKriging . modelKrigingDistanceCalculation . modelKrigingInit . modelKrigingInternalPredictor . modelKrigingLikelihood . modelKrigingParameterizedLikelihood . modelLinear . modelRBFN . mutationBinaryBitFlip . mutationBinaryBlockInversion . mutationBinaryCycle . mutationBinarySingleBitFlip . mutationPermutationInsert . mutationPermutationInterchange . mutationPermutationInterchangeCore . mutationPermutationReversal . mutationPermutationSwap . mutationSelfAdapt . mutationStringRandomChange . nearCNSD . optim2Opt . optimCEGO . optimEA . optimInterface . optimMIES . optimMaxMinDist . optimRS . optimizeModel . predict.modelKriging . predict.modelLinear . predict.modelRBFN . print . recombinationBinary1Point . recombinationBinary2Point . recombinationBinaryAnd . recombinationBinaryUniform . recombinationPermutationAlternatingPosition . recombinationPermutationCycleCrossover . recombinationPermutationOrderCrossover1 . recombinationPermutationPositionBased . recombinationSelfAdapt . recombinationStringSinglePointCrossover . removeDuplicates . removeDuplicatesOffspring . repairConditionsCorrelationMatrix . repairConditionsDistanceMatrix . selfAdapt . simulate.modelKriging . solutionFunctionGeneratorBinary . solutionFunctionGeneratorPermutation . solutionFunctionGeneratorString . step2Opt . testFunctionGeneratorSim . tournamentSelection . 
Some associated R codes: DoE.R . binaryBenchmarkFunctions.R . binaryOperators.R . cegoPackage.R . distanceBasedLandscapeGenerators.R . distanceCalculation.R . indefiniteLearning.R . isDefinite.R . kernelCalculation.R . misc.R . modelKriging.R . modelKrigingLikelihood.R . modelKrigingPredict.R . modelKrigingPrint.R . modelLm.R . modelRBFN.R . nearCNSD.R . numericDistances.R . optim2opt.R . optimCEGO.R . optimEA.R . optimInterface.R . optimMIES.R . optimMaxMinDist.R . optimRS.R . permutationBenchmarkFunctions.R . permutationOperators.R . stringDistances.R . stringOperators.R . testFunctionGeneration.R .  Full CEGO package functions and examples
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