MAHF BMF

A collection of common continuous benchmark functions for MAHF.

All functions are scaled to a domain of [-1, 1] for each dimension.

Getting Started

Add the following to your Cargo.toml:

[dependencies]
mahf = { git = "https://github.com/mahf-opt/mahf" }
mahf_bmf = { git = "https://github.com/mahf-opt/mahf-bmf" }

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));

References

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

License

This project is licensed under the GNU General Public License v3.0.