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.


Reference manual

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install.packages("flacco")

1.8 by Pascal Kerschke, 7 years ago


https://github.com/kerschke/flacco


Report a bug at https://github.com/kerschke/flacco/issues


Browse source code at https://github.com/cran/flacco


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


Documentation:   PDF Manual  


BSD_2_clause + file LICENSE license


Imports BBmisc, checkmate, mlr

Suggests devtools, e1071, ggplot2, lhs, MASS, Matrix, mda, mlbench, numDeriv, parallel, parallelMap, ParamHelpers, plotly, plyr, RANN, R.rsp, rpart, shape, shiny, smoof, testthat


See at CRAN