RCEIM: R Cross Entropy Inspired Method for Optimization
Version 0.3

An implementation of a stochastic heuristic method for performing multidimensional function optimization. The method is inspired in the Cross-Entropy Method. It does not relies on derivatives, neither imposes particularly strong requirements into the function to be optimized. Additionally, it takes profit from multi-core processing to enable optimization of time-consuming functions.

AuthorAlberto Krone-Martins
Date of publication2017-04-03 20:19:16 UTC
MaintainerAlberto Krone-Martins <algol@sim.ul.pt>
LicenseGPL (>= 2)
Version0.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("RCEIM")

Getting started

Package overview

Popular man pages

ceimOpt: A Cross Entropy Inspired Method for Optimization
enforceDomainOnParameters: Enforce domain boundaries
overPlotErrorPolygon: Overplot an error polygon
plotEliteDistrib: Plot the distribution of elite members
RCEIM-package: An R Cross Entropy Inspired Method for Optimization RCEIM
testFunOptimization: 1D test problem for RCEIM
testFunOptimization2d: 2D test problem for RCEIM
See all...

All man pages Function index File listing

Man pages

ceimOpt: A Cross Entropy Inspired Method for Optimization
enforceDomainOnParameters: Enforce domain boundaries
overPlotErrorPolygon: Overplot an error polygon
plotEliteDistrib: Plot the distribution of elite members
RCEIM-package: An R Cross Entropy Inspired Method for Optimization RCEIM
sortDataFrame: Sorting a data frame by a key
testFunOptimization: 1D test problem for RCEIM
testFunOptimization2d: 2D test problem for RCEIM

Functions

RCEIM Man page
RCEIM-package Man page
ceimOpt Man page Source code
enforceDomainOnParameters Man page Source code
overPlotErrorPolygon Man page Source code
plotEliteDistrib Man page Source code
sortDataFrame Man page Source code
testFunOptimization Man page Source code
testFunOptimization2d Man page Source code

Files

NAMESPACE
R
R/enforceDomainOnParameters.R
R/plotEliteDistrib.R
R/overPlotErrorPolygon.R
R/testFunOptimization2d.R
R/ceimOpt.R
R/sortDataFrame.R
R/testFunOptimization.R
MD5
DESCRIPTION
ChangeLog
man
man/figures
man/figures/RCEIM-Problems.pdf
man/figures/RCEIM-Problems.jpg
man/plotEliteDistrib.Rd
man/enforceDomainOnParameters.Rd
man/testFunOptimization.Rd
man/testFunOptimization2d.Rd
man/RCEIM-package.Rd
man/sortDataFrame.Rd
man/overPlotErrorPolygon.Rd
man/ceimOpt.Rd
RCEIM documentation built on May 19, 2017, 11:18 a.m.

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