https://github.com/tomtkg/smoa

Supervised Multi-objective Optimization Algorithm
https://github.com/tomtkg/smoa

matlab multi-objective-optimization optimization-algorithm

Last synced: 22 days ago
JSON representation

Supervised Multi-objective Optimization Algorithm

• Host: GitHub
• URL: https://github.com/tomtkg/smoa
• Owner: tomtkg
• License: mit
• Created: 2022-05-20T07:13:26.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2023-08-11T14:57:00.000Z (almost 3 years ago)
• Last Synced: 2025-02-25T05:32:10.457Z (over 1 year ago)
• Topics: matlab, multi-objective-optimization, optimization-algorithm
• Language: MATLAB
• Homepage:
• Size: 18.6 KB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# Supervised Multi-objective Optimization Algorithm

[![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=tomtkg/SMOA)

![](https://img.shields.io/github/languages/code-size/tomtkg/SMOA)

![](https://img.shields.io/github/last-commit/tomtkg/SMOA)

## How to use

SMOA.m is main file. You can execute SMOA.m like 

```MATLAB

matlab -batch SMOA

```

Similar code is also implemented in the [PlatEMO](https://github.com/BIMK/PlatEMO).  

It is located at [PlatEMO/Algorithms/Multi-objective optimization/SMOA](https://github.com/BIMK/PlatEMO/tree/master/PlatEMO/Algorithms/Multi-objective%20optimization/SMOA).

## Reference

Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato: **Supervised Multi-objective Optimization Algorithm Using Estimation**, Proc. of IEEE Congress on Evolutionary Computation (CEC2022), pp. 1--8, 2022. [DOI](https://doi.org/10.1109/CEC55065.2022.9870375).