A collection of common continuous benchmark functions for MAHF.
All functions are scaled to a domain of [-1, 1] for each dimension.
Add the following to your Cargo.toml:
[dependencies]
mahf = "0.1.0"
mahf_bmf = "0.1.0"Constructing a problem instance and evaluating a solution:
use mahf::problems::ObjectiveFunction;
use mahf_bmf::BenchmarkFunction;
let problem = BenchmarkFunction::sphere(/*dim: */ 30);
let x = vec![0.1; 30];
println!("f({:?}) = {:?}", x, problem.objective(&x));The benchmark functions were taken from the following sources:
- [1] BenchmarkFcns Toolbox
- [2] Virtual Library of Simulation Experiments
- [3] Momin Jamil and Xin-She Yang. 2013. A Literature Survey of Benchmark Functions For Global Optimization Problems. IJMMNO 4, 2 (2013), 150. DOI:https://doi.org/10/gh48qq
This project is licensed under the GNU General Public License v3.0.