1 unstable release
0.1.0 | Jul 14, 2023 |
---|
#5 in #heuristic
135KB
3K
SLoC
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:
- BenchmarkFcns Toolbox
- Virtual Library of Simulation Experiments
- 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.
Dependencies
~12–21MB
~311K SLoC