PlatEMO

Evolutionary multi-objective optimization platform

50+ open source evolutionary algorithms
100+ open source multi-objective test problems
Powerful GUI for performing experiments
Generating results in the format of Excel or LaTeX table by one-click operation
State-of-the-art algorithms will be included continuously

Copyright

The Copyright of the PlatEMO belongs to the BIMK group. You are free to use the PlatEMO for research purposes. All publications which use this platform or any code in the platform should acknowledge the use of "PlatEMO" and reference "Ye Tian, Ran Cheng, Xingyi Zhang, and Yaochu Jin, PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum], IEEE Computational Intelligence Magazine, 2017, 12(4): 73-87".

@article{PlatEMO,
  title={{PlatEMO}: A {MATLAB} platform for evolutionary multi-objective optimization},
  author={Tian, Ye and Cheng, Ran and Zhang, Xingyi and Jin, Yaochu},
  journal={IEEE Computational Intelligence Magazine},
  volume={12},
  number={4},
  pages={73--87},
  year={2017},
}

Totally Developed in MATLAB

PlatEMO consists of a number of MATLAB functions without using any other libraries. Any machines able to run MATLAB can use PlatEMO regardless of the operating system.

Includes Many Popular Algorithms

PlatEMO includes more than fifty existing popular MOEAs, including genetic algorithm, differential evolution, particle swarm optimization, memetic algorithm, estimation of distribution algorithm, and surrogate model based algorithm. Most of them are representative algorithms published in top journals after 2010.

Various Figure Demonstrations

Users can select various figures to be displayed, including the Pareto front of the result, the Pareto set of the result, the true Pareto front, and the evolutionary trajectories of any performance indicator values.

Powerful and Friendly GUI

PlatEMO provides a powerful and friendly GUI, where users can configure all the settings and perform experiments via the GUI without writing any code.

Generates Data in the Format of Excel or LaTeX

Users can save the statistical experimental results generated by PlatEMO as an Excel table or LaTeX table, which can be directly used in academic writings.

Support

[recommend] You can ask any question in issues block and upload your contribution by pulling request(PR).
If you want to add your MOEA, MOP, operator or performance indicator to PlatEMO, please send the MATLAB code (able to be used in PlatEMO) and the relevant literature to field910921@gmail.com.
If you have any question, comment or suggestion to PlatEMO or the algorithms in PlatEMO, please contact Ye Tian (field910921@gmail.com) or join the group of QQ(Group number: 100065008).

Acknowledge

This repo belongs to BIMK group and has been transferred project from BIMK to github by Ye Tian and Shichen Peng@anonymone.

yangxiaopa / PlatEMO