Multifactorial Evolution Algorithms - MFEA

This is a library for multifactorial evolution algorithms.

Table of Contents

• General Info
• Technologies Used
• Requirements
• Usage
• Project Status
• Acknowledgements
• Contact

General Information

A library that includes utilities for using and upgrading versions of the MFEA.

Requirements

All in file requirement.yml

Usage

Run docker tutorial

• Create folder that contain 2 files: run.py to run code, cfg.yaml contains config parameter (see MFEA_DaS, SM_MFEA_SBX). Name folder is name of algorithms.
• Use: docker build -t pymsoo:lastest . to build images docker
• In file run.sh, change MODEL value to name of folder created
• In file run_docker.txt, change path LOCAL_SAVE_PATH and DOCKER_SAVE_PATH to the path want to save.
• Copy all line in file run_docker.txt and paste to cmd and run

Project Status

The project is in process of update and fix

Acknowledgements

• This project was trained and tutorial by MSO Lab
• This project was based on these paper below:
  • Multifactorial Evolution: Toward Evolutionary Multitasking
  • ...

Contact

• Lê Trung Kiên - [email protected]
• Đinh Tấn Minh - [email protected]