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

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Contains tools and features, which can be used for an exploratory landscape analysis of continuous optimization problems. Those are able to quantify rather complex properties, such as the global structure, separability, etc., of continuous optimization problems.

Author
Pascal Kerschke [aut, cre], Jan Dagefoerde [aut]
Date of publication
2016-04-19 00:32:03
Maintainer
Pascal Kerschke <kerschke@uni-muenster.de>
License
BSD_2_clause + file LICENSE
Version
1.3
URLs

View on CRAN

Man pages

computeGridCenters
Compute the Cell Centers of a Cell Mapping Grid
convertInitDesignToGrid
Converts an Initial Design into a Cell Mapping Grid
createInitialSample
Create Initial Sample
featureList
Feature List
FeatureObject
Create a Feature Object
features
Calculate Landscape Features
findLinearNeighbours
Find Neighbouring Cells
findNearestPrototype
Find Nearest Prototype
listAvailableFeatureSets
List Available Feature Sets
measureTime
Measure Runtime of a Feature Computation
plotBarrierTree2D
Plot Barrier Tree in 2D
plotBarrierTree3D
Plot Barrier Tree in 3D
plotCellMapping
Plot Cell Mapping
plotFeatureImportance
Feature Importance Plot
plotInformationContent
Plot Information Content

Files in this package

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