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miesmuschel

Mixed Integer Evolution Strategies

v0.0.4-3 · Mar 19, 2025 · MIT + file LICENSE

Description

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>.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (2)

imports

suggests

Dependency Network

Dependencies Reverse dependencies paradox mlr3misc checkmate R6 bbotk (>= 0.3.0.900) data.table matrixStats lgr counterfactuals mlr3verse miesmuschel

Version History

new 0.0.4-3 Mar 10, 2026
updated 0.0.4-3 ← 0.0.4-2 diff Mar 18, 2025
updated 0.0.4-2 ← 0.0.4-1 diff Jul 8, 2024
updated 0.0.4-1 ← 0.0.4 diff Jun 6, 2024
updated 0.0.4 ← 0.0.3 diff May 14, 2024
updated 0.0.3 ← 0.0.2 diff Feb 2, 2023
updated 0.0.2 ← 0.0.1 diff Nov 15, 2022
new 0.0.1 Nov 8, 2022