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>.
Package details |
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Maintainer | |
License | MIT + file LICENSE |
Version | 0.0.4-3 |
URL | https://github.com/mlr-org/miesmuschel |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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