https://github.com/lmarti/wfg-deap
testing to include wfg in DEAP
https://github.com/lmarti/wfg-deap
Last synced: 6 months ago
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testing to include wfg in DEAP
- Host: GitHub
- URL: https://github.com/lmarti/wfg-deap
- Owner: lmarti
- Created: 2015-05-13T20:37:32.000Z (over 10 years ago)
- Default Branch: master
- Last Pushed: 2019-12-19T16:21:34.000Z (almost 6 years ago)
- Last Synced: 2025-03-23T18:05:01.332Z (7 months ago)
- Language: Jupyter Notebook
- Size: 14 MB
- Stars: 4
- Watchers: 3
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# wfg-deap
## Programming the WFG multi-objective problem toolkit in Python
### [Cesar Revelo](http://ingrevelo.github.io/) and [Luis Martí](http://lmarti.com)
#### Laboratory of Applied Intelligence and Robotics
#### [Department of Electrical Engineering](http://www.ele.puc-rio.br)
#### [Pontifícia Universidade Católica do Rio de Janeiro](http://www.puc-rio.br)
This repo is meant to test and illustrate our implementation of the WFG problems.
**Papers:**
* Lucas Bradstreet, Luigi Barone, Lyndon While, Simon Huband, and Phil Hingston. Use of the WFG Toolkit and PISA for Comparison of Multi-objective Evolutionary Algorithms. 2007 IEEE Symposium on Computational Intelligence in Multi-criteria Decision-making. IEEE MCDM 2007, pages 382-389. IEEE, April 2007. [download](http://www.wfg.csse.uwa.edu.au/publications/WFG2007b.pdf)
* Simon Huband, Phil Hingston, Luigi Barone, and Lyndon While. A Review of Multi-objective Test Problems and a Scalable Test Problem Toolkit. IEEE Transactions on Evolutionary Computation, volume 10, no 5, pages 477-506. IEEE, October 2006. [download](http://www.wfg.csse.uwa.edu.au/publications/WFG2006c.pdf)
* Simon Huband, Luigi Barone, Lyndon While, and Phil Hingston. A Scalable Multi-objective Test Problem Toolkit. 3rd International Conference on Evolutionary Multi-Criterion Optimization. EMO 2005, volume 3410 of Lecture Notes in Computer Science, pages 280-294. Springer-Verlag, March 2005.
**Existing implementations:**
* Walking Fish Group WFG toolkit project: http://www.wfg.csse.uwa.edu.au/toolkit/
* jMetal: http://jmetal.sourceforge.net/problems.html
## IPython notebook example
We have prepare an IPython notebook to check our code. It may be also usefull as a example on how to use the WFG problems. Grab it here: https://github.com/lmarti/wfg-deap/blob/master/WFG%20Test.ipynb
## PR'ed to DEAP!
After we have tested that the problems are correctly implemented we have created a pull request for including `wfg.py` as part of [DEAP](http://github.com/deap/DEAP) guys.