Feature-Based Landscape Analysis of Continuous and Constraint
Optimization Problems
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.
c(person("Pascal", "Kerschke", role = c("aut", "cre"),
email = "kerschke@uni-muenster.de"),
person("Jan", "Dagefoerde", role = "aut"))
devtools, e1071, expm, lhs, MASS, Matrix, mda, mlbench, mlr,
numDeriv, parallel, parallelMap, plyr, RANN, rpart, shape,
smoof, testthat
Pascal Kerschke [aut, cre],
Jan Dagefoerde [aut]

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.
c(person("Pascal", "Kerschke", role = c("aut", "cre"),
email = "kerschke@uni-muenster.de"),
person("Jan", "Dagefoerde", role = "ctb"))
devtools, e1071, expm, lhs, MASS, Matrix, mda, mlbench,
numDeriv, parallel, parallelMap, plyr, RANN, rpart, shape,
smoof, testthat
Pascal Kerschke [aut, cre],
Jan Dagefoerde [ctb]

Contains tools and features, which can be used for an 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.
c(person("Pascal", "Kerschke", role = c("aut", "cre"),
email = "kerschke@uni-muenster.de"),
person("Christian", "Hanster", role = "ctb"),
person("Jan", "Dagefoerde", role = "ctb"))
devtools, e1071, expm, lhs, MASS, Matrix, mda, mlbench,
numDeriv, parallel, parallelMap, ParamHelpers, plyr, RANN,
rpart, shape, shiny, smoof, testthat
Pascal Kerschke [aut, cre],
Christian Hanster [ctb],
Jan Dagefoerde [ctb]

Feature-Based Landscape Analysis of Continuous and Constrained
Optimization Problems
devtools, e1071, expm, ggplot2, lhs, MASS, Matrix, mda,
mlbench, numDeriv, parallel, parallelMap, ParamHelpers, plotly,
plyr, RANN, rpart, shape, shiny, smoof, testthat