Package: nsga2R 1.1
nsga2R: Elitist Non-Dominated Sorting Genetic Algorithm
Box-constrained multiobjective optimization using the elitist non-dominated sorting genetic algorithm - NSGA-II. Fast non-dominated sorting, crowding distance, tournament selection, simulated binary crossover, and polynomial mutation are called in the main program. The methods are described in Deb et al. (2002) <doi:10.1109/4235.996017>.
Authors:
nsga2R_1.1.tar.gz
nsga2R_1.1.zip(r-4.5)nsga2R_1.1.zip(r-4.4)nsga2R_1.1.zip(r-4.3)
nsga2R_1.1.tgz(r-4.4-any)nsga2R_1.1.tgz(r-4.3-any)
nsga2R_1.1.tar.gz(r-4.5-noble)nsga2R_1.1.tar.gz(r-4.4-noble)
nsga2R_1.1.tgz(r-4.4-emscripten)nsga2R_1.1.tgz(r-4.3-emscripten)
nsga2R.pdf |nsga2R.html✨
nsga2R/json (API)
| # Install 'nsga2R' in R: |
| install.packages('nsga2R', repos = c('https://alan9956.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:651b3caca2. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 14 2024 |
| R-4.5-win | OK | Sep 14 2024 |
| R-4.5-linux | OK | Sep 14 2024 |
| R-4.4-win | OK | Sep 14 2024 |
| R-4.4-mac | OK | Sep 14 2024 |
| R-4.3-win | OK | Sep 14 2024 |
| R-4.3-mac | OK | Sep 14 2024 |
Exports:boundedPolyMutationboundedSBXovercrowdingDist4frntfastNonDominatedSortingnsga2RtournamentSelection
Dependencies:mco
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Elitist Non-dominated Sorting Genetic Algorithm based on R | nsga2R-package |
| Bounded Polynomial Mutation Operator | boundedPolyMutation |
| Bounded Simulated Binary Crossover Operator | boundedSBXover |
| Crowding Distance Assignment for Each Front | crowdingDist4frnt |
| Fast Non-dominated Sorting | fastNonDominatedSorting |
| R Based Non-dominated Sorting Genetic Algorithm II | nsga2R |
| Tournament Selection | tournamentSelection |
