SACOBRA: Self-Adjusting COBRA
Version 0.7

Performs constrained optimization for expensive black-box problems.

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AuthorWolfgang Konen <wolfgang.konen@fh-koeln.de> [aut], Samineh Bagheri [cre, aut], Patrick Koch [aut]
Date of publication2015-08-25 19:20:50
MaintainerSamineh Bagheri <samineh.bagheri@fh-koeln.de>
LicenseGPL (>= 2)
Version0.7
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("SACOBRA")

Man pages

cobraInit: Initial phase for COBRA optimizer
cobraPhaseI: Find a feasible solution.
cobraPhaseII: Improve the feasible solution by searching new infill points
defaultRI: Default settings for 'repairInfeasRI2' and 'repairChootinan'.
defaultSAC: Default settings for the SACOBRA part of COBRA.
defaultTR: Default settings for the trust-region part of COBRA.
fnArchiveFactory: construct wrapper 'fnArchiveF' for a function 'fn'
forwardRescale: rescaling
getFbest: Return best objective function value
getXbest: Return best feasible solution in original space
interpRBF: Apply cubic or Gaussian RBF interpolation to new data for...
interpRBF_old: Apply cubic or Gaussian RBF interpolation to new data for...
inverseRescale: inverse rescaling
multiCOBRA: Perform multiple COBRA runs
multiRunPlot: Plot the results from multipe COBRA runs.
plog: Monotonic transform
plogReverse: Inverse of 'plog'
predict.RBFinter: Apply cubic or Gaussian RBF interpolation
repairChootinan: Repair an infeasible solution with the method of Chootinan.
repairInfeasibleW: Wrapper for 'repairInfeasRI2' (needed by RBFsearch.R).
repairInfeasRI2: Repair an infeasible solution with the method RI2
SACOBRA-package: Self-adjusting Constrained Optimization with RBF
setOpts: Merge the options from a partial list and the default list
startCobra: Start COBRA (constraint-based optimization) phase I and/or...
trainCubicRBF: Fit cubic RBF interpolation to training data for d>1.
trainGaussRBF: Fit Gaussian RBF model to training data for d>1.
trustRegion: Perform trust region refinement

Functions

RandomStart Source code
SACOBRA Man page
SACOBRA-package Man page
adCon Source code
adDRC Source code
adFit Source code
cobraInit Man page Source code
cobraPhaseI Man page Source code
cobraPhaseII Man page Source code
defaultRI Man page Source code
defaultSAC Man page Source code
defaultTR Man page Source code
distLine Source code
drawSurrogate3d Source code
fnArchiveFactory Man page Source code
forwardRescale Man page Source code
getFbest Man page Source code
getXbest Man page Source code
initialHjbexplore Source code
initialHjbsearch Source code
initialHjkb Source code
interpRBF Man page Source code
interpRBF_old Man page Source code
inverseRescale Man page Source code
isres2 Source code
multiCOBRA Man page Source code
multiRunPlot Man page Source code
nmkb2 Source code
plog Man page Source code
plogReverse Man page Source code
predict.RBFinter Man page Source code
repairChootinan Man page Source code
repairInfeasRI2 Man page Source code
repairInfeasibleW Man page Source code
rescaleWrapper Source code
setOpts Man page Source code
setRI Source code
startCobra Man page Source code
testFnArchive Source code
trainCubicRBF Man page Source code
trainGaussRBF Man page Source code
trustRegion Man page Source code
verbosecat Source code
verboseprint Source code

Files

inst
inst/examples
inst/examples/ex_multiCOBRA.R
inst/examples/ex_startCobra.R
NAMESPACE
R
R/defaultSAC.R
R/cobraPhaseII.R
R/cobraPhaseI.R
R/drawSurrogate3d.R
R/trustRegion.R
R/initialHjkb.R
R/cobraInit.R
R/defaultTR.R
R/multiRunPlot.R
R/SACOBRA.R
R/nmkb2.R
R/defaultRI.R
R/isres2.R
R/repairInfeasRI2.R
R/RbfInter.R
R/repairChootinan.R
R/multiCOBRA.R
R/startCobra.R
R/fnArchive.R
MD5
DESCRIPTION
man
man/cobraInit.Rd
man/repairChootinan.Rd
man/forwardRescale.Rd
man/inverseRescale.Rd
man/interpRBF_old.Rd
man/predict.RBFinter.Rd
man/plogReverse.Rd
man/getFbest.Rd
man/interpRBF.Rd
man/setOpts.Rd
man/startCobra.Rd
man/multiRunPlot.Rd
man/plog.Rd
man/repairInfeasibleW.Rd
man/fnArchiveFactory.Rd
man/trustRegion.Rd
man/getXbest.Rd
man/defaultSAC.Rd
man/SACOBRA-package.Rd
man/trainGaussRBF.Rd
man/trainCubicRBF.Rd
man/cobraPhaseII.Rd
man/cobraPhaseI.Rd
man/repairInfeasRI2.Rd
man/defaultTR.Rd
man/multiCOBRA.Rd
man/defaultRI.Rd
SACOBRA documentation built on May 20, 2017, 4:30 a.m.