Optimisation modules built for optimization problem during thesis

Jérôme BUISINE 673a3e9786 Add of new solutions 4 anos atrás
algorithms 673a3e9786 Add of new solutions 4 anos atrás
evaluators 0a1b108095 First version of OR framework 4 anos atrás
solutions 673a3e9786 Add of new solutions 4 anos atrás
updators 6a4f4974a8 Add of validator when generating random solution 4 anos atrás
.gitignore 3589fb944b Initial commit 5 anos atrás
LICENSE 3589fb944b Initial commit 5 anos atrás
README.md f4d9c3d690 Add of logger to optimization algorithms 4 anos atrás
__init__.py 0a1b108095 First version of OR framework 4 anos atrás
mainExample.py f4d9c3d690 Add of logger to optimization algorithms 4 anos atrás
requirements.txt 5712f568a8 Add of documentation 4 anos atrás

README.md

Thesis-OptimizationModules

Description

Optimisation generic framework built for optimization problem during thesis

Modules

  • algorithms: generic and implemented OR algorithms
  • evaluator: example of an evaluation function to use (you have to implement your own evaluation function)
  • solutions: solutions used to represent problem data
  • updators: mutators, crossovers update of solution. This folder also had policies folder to manage the way of update and use solution.

Note: you can pass a custom validator function to the algorithm in order to check is solution is always correct for your needs after an update.

How to use ?

You can see an example of use in the mainExample.py python file. You need to clone this repository with optimization folder name to get it works.

Add as dependency

git submodule add https://github.com/prise-3d/Thesis-OptimizationModules.git optimization

License

The MIT License