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flacco  

Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems
View on CRAN: Click here


Download and install flacco package within the R console
Install from CRAN:
install.packages("flacco")

Install from Github:
library("remotes")
install_github("cran/flacco")

Install by package version:
library("remotes")
install_version("flacco", "1.8")



Attach the package and use:
library("flacco")
Maintained by
Pascal Kerschke
[Scholar Profile | Author Map]
First Published: 2015-10-28
Latest Update: 2020-03-31
Description:
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.
How to cite:
Pascal Kerschke (2015). flacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems. R package version 1.8, https://cran.r-project.org/web/packages/flacco. Accessed 09 May. 2025.
Previous versions and publish date:
1.0 (2015-10-28 19:41), 1.1 (2015-11-26 14:15), 1.2 (2016-01-21 23:34), 1.3 (2016-04-19 00:32), 1.4 (2017-02-27 17:47), 1.5 (2017-04-28 09:17), 1.6 (2017-05-11 18:30), 1.7 (2017-06-14 23:33)
Other packages that cited flacco R package
View flacco citation profile
Other R packages that flacco depends, imports, suggests or enhances
Complete documentation for flacco
Functions, R codes and Examples using the flacco R package
Some associated functions: BBOBImport . BBOBImportPage . FeatureObject . FeatureSetCalculation . FeatureSetCalculationComponent . FeatureSetVisualization . FeatureSetVisualizationComponent . SmoofImport . SmoofImportPage . computeGridCenters . convertInitDesignToGrid . createInitialSample . featureImportance . featureList . featureObject_sidebar . features . findLinearNeighbours . findNearestPrototype . functionInput . listAvailableFeatureSets . measureTime . plotBarrierTree2D . plotBarrierTree3D . plotCellMapping . plotInformationContent . runFlaccoGUI . 
Some associated R codes: calculateFeatureSet.R . calculateFeatures.R . cm_computeGridCenters.R . cm_convertInitDesignToGrid.R . cm_findLinearNeighbours.R . cm_findNearestPrototype.R . createFeatureObject.R . createInitialSample.R . datasets.R . feature_cm_angle.R . feature_cm_convexity.R . feature_cm_gradhomo.R . feature_ela_convexity.R . feature_ela_curvature.R . feature_ela_distribution.R . feature_ela_levelset.R . feature_ela_local_search.R . feature_ela_meta_model.R . feature_gcm.R . feature_gcm_barriertree.R . feature_ic_infocontent.R . feature_misc_basic.R . feature_misc_dispersion.R . feature_misc_linear_model.R . feature_misc_nearest_better.R . feature_misc_principal_component.R . ggplotFeatureImportance.R . gui_BBOBImport.R . gui_SmoofImport.R . gui_featureObjectCreator.R . gui_featureSetCalculation.R . gui_featureSetVisualization.R . listAvailableFeatures.R . measureTime.R . plotBarrierTree2D.R . plotBarrierTree3D.R . plotCellMapping.R . plotFeatureImportance.R . plotInformationContent.R . runApp.R . utilities.R . zzz.R .  Full flacco package functions and examples
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