https://github.com/tomtkg/moea-d-pfe

MOEA/D with Pareto front estimation
https://github.com/tomtkg/moea-d-pfe

evolutionary-algorithm matlab moea multi-objective-optimization platemo

Last synced: 3 months ago
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MOEA/D with Pareto front estimation

• Host: GitHub
• URL: https://github.com/tomtkg/moea-d-pfe
• Owner: tomtkg
• License: mit
• Created: 2022-01-12T06:05:06.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2023-08-11T15:57:01.000Z (almost 3 years ago)
• Last Synced: 2025-10-25T08:40:49.702Z (7 months ago)
• Topics: evolutionary-algorithm, matlab, moea, multi-objective-optimization, platemo
• Language: MATLAB
• Homepage:
• Size: 12.7 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# MOEA-D-PFE

 MOEA/D with Pareto front estimation

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

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

## How to use

This algorithm works with the [PlatEMO](https://github.com/BIMK/PlatEMO). And the algorithm is implemented in the PlatEMO.  

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

## Reference

Tomoaki Takagi, Keiki Takadama, and Hiroyuki Sato: **A Multi-objective Evolutionary Algorithm Using Weight Vector Arrangement Based on Pareto Front Estimation**, Transaction of the Japanese Society for Evolutionary Computation (Japanese),, Vol. 12, No. 2, pp. 45--60, 2021. [DOI](https://doi.org/10.11394/tjpnsec.12.45).