flacco: Feature-Based Landscape Analysis of Continuous and Constraint Optimization Problems

Contains tools and features, which can be used for an Exploratory Landscape Analysis of single-objective continuous optimization problems. Those features are able to quantify rather complex properties, such as the global structure, separability, etc., of the optimization problems.

Install the latest version of this package by entering the following in R:
install.packages("flacco")
AuthorPascal Kerschke [aut, cre], Jan Dagefoerde [ctb]
Date of publication2017-02-27 17:47:30
MaintainerPascal Kerschke <kerschke@uni-muenster.de>
LicenseBSD_2_clause + file LICENSE
Version1.4
https://github.com/kerschke/flacco

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Files

tests
tests/test-features.R
tests/testthat
tests/testthat/test-base-listAvailableFeatures.R
tests/testthat/Rplots.pdf
tests/testthat/test-cm-GradientHomogeneity.R tests/testthat/test-ela-LocalSearch.R tests/testthat/test-plot-plotBarrierTree2D.R tests/testthat/test-misc-PrincipalComponent.R tests/testthat/test-base-printFeatureObject.R tests/testthat/test-ela-Curvature.R tests/testthat/test-base-computeGridCenters.R tests/testthat/test-gcm-Features.R tests/testthat/test-ela-Convexity.R tests/testthat/test-base-createInitialSample.R tests/testthat/test-base-findLinearNeighbours.R tests/testthat/test-misc-LinearModel.R tests/testthat/test-ela-Distribution.R tests/testthat/test-base-utilities.R tests/testthat/test-cm-Angle.R tests/testthat/test-plot-plotCellMapping.R tests/testthat/test-ic-infocontent.R tests/testthat/test-ela-Levelset.R tests/testthat/test-base-createFeatureObject.R tests/testthat/test-misc-NearestBetter.R tests/testthat/test-plot-plotInformationContent.R tests/testthat/test-base-convertInitDesignToGrid.R tests/testthat/test-plot-plotBarrierTree3D.R tests/testthat/test-plot-featureImportance.R tests/testthat/test-cm-CellConvexity.R tests/testthat/test-misc-Basic.R tests/testthat/test-misc-Dispersion.R tests/testthat/test-gcm-BarrierTrees.R tests/testthat/test-calculateFeatures.R tests/testthat/test-ela-MetaModel.R tests/test-general.R
NAMESPACE
NEWS
data
data/featureList.RData
R
R/feature_ela_local_search.R R/feature_ic_infocontent.R R/feature_misc_basic.R R/feature_ela_meta_model.R R/feature_ela_distribution.R R/listAvailableFeatures.R R/feature_cm_angle.R R/plotBarrierTree2D.R R/plotFeatureImportance.R R/feature_cm_gradhomo.R R/feature_misc_nearest_better.R R/feature_ela_curvature.R R/utilities.R R/cm_findLinearNeighbours.R R/measureTime.R R/feature_ela_convexity.R R/feature_gcm.R R/plotCellMapping.R R/cm_findNearestPrototype.R R/plotInformationContent.R R/createInitialSample.R R/feature_ela_levelset.R R/feature_gcm_barriertree.R R/plotBarrierTree3D.R R/calculateFeatures.R R/calculateFeatureSet.R R/feature_cm_convexity.R R/cm_computeGridCenters.R R/feature_misc_dispersion.R R/feature_misc_linear_model.R R/datasets.R R/feature_misc_principal_component.R R/zzz.R R/createFeatureObject.R R/cm_convertInitDesignToGrid.R
MD5
DESCRIPTION
man
man/plotFeatureImportance.Rd man/convertInitDesignToGrid.Rd man/computeGridCenters.Rd man/features.Rd man/plotBarrierTree3D.Rd man/measureTime.Rd man/plotBarrierTree2D.Rd man/FeatureObject.Rd man/featureList.Rd man/plotInformationContent.Rd man/findLinearNeighbours.Rd man/listAvailableFeatureSets.Rd man/plotCellMapping.Rd man/findNearestPrototype.Rd man/createInitialSample.Rd
LICENSE

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