Metaheuristics

Find approximate solutions to your optimisation problem using metaheuristics algorithms

The aim of this crate is to host various Metaheuristics algorithms. Patches implementing useful algorithms most welcome.

The documentation for this crate can be found here.

What are Metaheuristics

Metaheuristics are a class of stochastic optimisation algorithms. These type of algorithms rely on randomness to jump around the search space, then sample where they land for possible solutions. In simple terms, metaheuristics are structured trial and error.

If you've got a trial and error problem, and individual trials can be compared and ranked against each other, Metaheuristics may be your most viable option at getting good results.

For more information, please see the Metaheuristics Wikipedia article, and Essentials of Metaheuristics.

How can I use this crate

By implementing the Metaheuristics trait, the algorithms within the following modules will be available to you. To see an example implementation, check out the Travelling Salesman Problem crate.

Examples

let solution = metaheuristics::hill_climbing::solve(&mut problem, runtime);

Support

Please report any bugs or feature requests at:

• https://github.com/alfiedotwtf/metaheuristics/issues

Feel free to fork the repository and submit pull requests :)

Author

Alfie John <alfie@alfie.wtf>

Warranty

IT COMES WITHOUT WARRANTY OF ANY KIND.

Copyright and License

Copyright (C) 2021 to Alfie John

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see https://www.gnu.org/licenses/.