mlr-org/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>.

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.0.4-3
URL https://github.com/mlr-org/miesmuschel
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mlr-org/miesmuschel")
mlr-org/miesmuschel documentation built on April 5, 2025, 6:08 p.m.