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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.0.4-3 |
rolling linux/jammy R-4.5 | miesmuschel_0.0.4-3.tar.gz |
1.9 MiB |
0.0.4-3 |
rolling linux/noble R-4.5 | miesmuschel_0.0.4-3.tar.gz |
1.9 MiB |
0.0.4-3 |
rolling source/ R- | miesmuschel_0.0.4-3.tar.gz |
247.8 KiB |
0.0.4-3 |
latest linux/jammy R-4.5 | miesmuschel_0.0.4-3.tar.gz |
1.9 MiB |
0.0.4-3 |
latest linux/noble R-4.5 | miesmuschel_0.0.4-3.tar.gz |
1.9 MiB |
0.0.4-3 |
latest source/ R- | miesmuschel_0.0.4-3.tar.gz |
247.8 KiB |
0.0.4-3 |
2026-04-26 source/ R- | miesmuschel_0.0.4-3.tar.gz |
247.8 KiB |
0.0.4-3 |
2026-04-23 source/ R- | miesmuschel_0.0.4-3.tar.gz |
247.8 KiB |
0.0.4-3 |
2026-04-09 windows/windows R-4.5 | miesmuschel_0.0.4-3.zip |
2.0 MiB |
0.0.4-3 |
2025-04-20 source/ R- | miesmuschel_0.0.4-3.tar.gz |
247.8 KiB |
Dependencies (latest)
Depends
- paradox (>= 0.7.1)
Imports
- mlr3misc (>= 0.5.0)
- checkmate (>= 1.9.0)
- R6
- bbotk (>= 0.3.0.900)
- data.table
- matrixStats
- lgr