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.

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

View on CRAN

Files

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

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