Estimation of Distribution Algorithms Based on Copula Theory

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Documentation for package ‘copulaedas’ version 1.0.3

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CEDA Class for Copula Estimation of Distribution Algorithms
CEDA-class Class for Copula Estimation of Distribution Algorithms
EDA-class Base Class for Estimation of Distribution Algorithms
edaCriticalPopSize Critical Population Size
edaIndepRuns Independent Runs
edaLearn Main Loop of an EDA
edaLearn-method Class for Copula Estimation of Distribution Algorithms
edaLearn-method Class for Vine Estimation of Distribution Algorithms
edaLearnCEDA Class for Copula Estimation of Distribution Algorithms
edaLearnVEDA Class for Vine Estimation of Distribution Algorithms
edaOptimize Local Optimization Methods
edaOptimize-method Base Class for Estimation of Distribution Algorithms
edaOptimizeDisabled Local Optimization Methods
edaReplace Replacement Methods
edaReplace-method Base Class for Estimation of Distribution Algorithms
edaReplaceComplete Replacement Methods
edaReport Reporting Methods
edaReport-method Base Class for Estimation of Distribution Algorithms
edaReportCombined Reporting Methods
edaReportDisabled Reporting Methods
edaReportSimple Reporting Methods
EDAResult-class Class for the Results of a Run of an EDA
EDAResults-class Class for the Results of a Sequence of Runs of an EDA
edaRun Main Loop of an EDA
edaSample Main Loop of an EDA
edaSample-method Class for Copula Estimation of Distribution Algorithms
edaSample-method Class for Vine Estimation of Distribution Algorithms
edaSampleCEDA Class for Copula Estimation of Distribution Algorithms
edaSampleVEDA Class for Vine Estimation of Distribution Algorithms
edaSeed Seeding Methods
edaSeed-method Base Class for Estimation of Distribution Algorithms
edaSeedUniform Seeding Methods
edaSelect Selection Methods
edaSelect-method Base Class for Estimation of Distribution Algorithms
edaSelectTruncation Selection Methods
edaTerminate Termination Methods
edaTerminate-method Base Class for Estimation of Distribution Algorithms
edaTerminateCombined Termination Methods
edaTerminateEval Termination Methods
edaTerminateEvalStdDev Termination Methods
edaTerminateMaxEvals Termination Methods
edaTerminateMaxGen Termination Methods
fAckley Test Problems
fempirical Empirical Marginal Distribution
fGriewank Test Problems
fnorm Normal Marginal Distribution
fRosenbrock Test Problems
fSphere Test Problems
fSummationCancellation Test Problems
pempirical Empirical Marginal Distribution
qempirical Empirical Marginal Distribution
show-method Base Class for Estimation of Distribution Algorithms
show-method Class for the Results of a Run of an EDA
show-method Class for the Results of a Sequence of Runs of an EDA
summary-method Class for the Results of a Sequence of Runs of an EDA
VEDA Class for Vine Estimation of Distribution Algorithms
VEDA-class Class for Vine Estimation of Distribution Algorithms