Package: flacco 1.8

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

Tools and features for "Exploratory Landscape Analysis (ELA)" 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.

Authors:Pascal Kerschke [aut, cre], Christian Hanster [ctb], Jan Dagefoerde [ctb]

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flacco.pdf |flacco.html✨
flacco/json (API)
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Peer review:

Bug tracker:https://github.com/kerschke/flacco/issues

On CRAN:

exploratory-landscape-analysisguioptimization

27 exports 59 stars 3.39 score 39 dependencies 38 scripts 289 downloads

Last updated 2 years agofrom:e647309b16. Checks:OK: 3 NOTE: 4. Indexed: yes.

Exports:BBOBImportBBOBImportPagecalculateFeaturescalculateFeatureSetcomputeGridCentersconvertInitDesignToGridcreateFeatureObjectcreateInitialSamplefeatureObject_sidebarFeatureSetCalculationFeatureSetCalculationComponentFeatureSetVisualizationFeatureSetVisualizationComponentfindLinearNeighboursfindNearestPrototypefunctionInputggplotFeatureImportancelistAvailableFeatureSetsmeasureTimeplotBarrierTree2DplotBarrierTree3DplotCellMappingplotFeatureImportanceplotInformationContentrunFlaccoGUISmoofImportSmoofImportPage

Dependencies:backportsBBmisccheckmateclicolorspacedata.tablefansifarverfastmatchggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmlrmunsellnlmeparallelMapParamHelperspillarpkgconfigR6RColorBrewerrlangscalesstringisurvivaltibbleutf8vctrsviridisLitewithrXML