swMATH ID: 44856
Software Authors: Martin Binder, Lennart Schneider, Susanne Dandl, Andreas Hofheinz
Description: R package miesmuschel: Mixed Integer Evolution Strategies. Evolutionary black box optimization algorithms building on the ’bbotk’ package. ’miesmuschel’ offers both ready-to-use optimization algorithms, as well as their fundamental building blocks that can be used to manually construct specialized optimization loops. The Mixed Integer Evolution Strategies as described by Li et al. (2013) <doi:10.1162/EVCO_a_00059> can be implemented, as well as the multi-objective optimization algorithms NSGA-II by Deb, Pratap, Agarwal, and Meyarivan (2002) <doi:10.1109/4235.996017>.
Homepage: https://cran.r-project.org/web/packages/miesmuschel/index.html
Source Code:  https://github.com/cran/miesmuschel
Dependencies: R
Related Software: mlr3keras; CARLA; pforeach; featureTweakR; gower; gamlss.data; rchallenge; paradox; MOSMaFS; randomForest; counterfactuals; rpart; AutoGluon-Tabular; UCI-ml; R6; mlr3pipelines; batchtools; mlr; data.table; iml
Cited in: 0 Documents