Package: Jaya 1.0.3
Neeraj Bokde
Jaya: Gradient-Free Optimization Algorithm for Single and Multi-Objective Problems
An implementation of the Jaya optimization algorithm for both single-objective and multi-objective problems. Jaya is a population-based, gradient-free optimization algorithm capable of solving constrained and unconstrained optimization problems without hyperparameters. This package includes features such as multi-objective Pareto optimization, adaptive population adjustment, and early stopping. For further details, see R.V. Rao (2016) <doi:10.5267/j.ijiec.2015.8.004>.
Authors:
Jaya_1.0.3.tar.gz
Jaya_1.0.3.tar.gz(r-4.5-noble)Jaya_1.0.3.tar.gz(r-4.4-noble)
Jaya_1.0.3.tgz(r-4.4-emscripten)Jaya_1.0.3.tgz(r-4.3-emscripten)
Jaya.pdf |Jaya.html✨
Jaya/json (API)
| # Install 'Jaya' in R: |
| install.packages('Jaya', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/neerajdhanraj/jaya/issues
Last updated 4 days agofrom:82d24e9688. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 19 2024 |
| R-4.5-linux | OK | Nov 19 2024 |
Exports:jayajaya_multiplot_jaya_multi_pairwise
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Jaya Algorithm for Single-Objective Optimization | jaya |
| Jaya Algorithm for Multi-Objective Optimization | jaya_multi |
| Pairwise Plot Function for Multi-Objective Optimization Results | plot_jaya_multi_pairwise |
| Plot Function for Jaya Algorithm Results | plot.jaya |
| Summary Method for Jaya Algorithm Optimization Results | summary.jaya |
