Optimisation modules built for optimization problem during thesis

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

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