Optimisation modules built for optimization problem during thesis

Jérôme BUISINE db3538337f Merge branch 'release/v0.1.1' 8 months ago
algorithms b434ed13b0 Update of checkpoint use 8 months ago
checkpoints b434ed13b0 Update of checkpoint use 8 months ago
evaluators 0a1b108095 First version of OR framework 10 months ago
operators 12004625da Update log of local search 10 months ago
solutions 12004625da Update log of local search 10 months ago
.gitignore 3589fb944b Initial commit 11 months ago
LICENSE 3589fb944b Initial commit 11 months ago
README.md b434ed13b0 Update of checkpoint use 8 months ago
__init__.py 0a1b108095 First version of OR framework 10 months ago
mainExample.py b434ed13b0 Update of checkpoint use 8 months ago
requirements.txt 5712f568a8 Add of documentation 10 months ago

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
  • operators: mutators, crossovers update of solution. This folder also had policies folder to manage the way of update and use solution.
  • checkpoints: checkpoints folder where Checkpoint class is available for making checkpoint every number of evaluations.

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