Population Migration Algorithm Description Method and Application Based on Unified Framework of Swarm Intelligence
|
| Title | Population Migration Algorithm Description Method and Application Based on Unified Framework of Swarm Intelligence |
| Authors | |
| Abstract | Population migration algorithm (PMA) is proposed in recent years, it’s a new search algorithm for global optimization that mainly simulates population transition with economics and dispersion with population pressure increment, the former encourages the algorithm to search in a region with good solutions, the latter avoids getting stuck in a local optimum to a certain degree. So far, and there was no unified framework to describe this algorithm. This paper describes the population migration algorithm based on a unified framework of swarm intelligence, as well as combination with chaos map, a chaos population migration and PMA for training RBF neural network algorithm are proposed. Finally, two numerical experiment examples results show that the PMA algorithm is effective and accuracy. |
| Publisher | ACADEMY PUBLISHER |
| Date | 2010-04-01 |
| Source | Journal of Networks Vol 5, No 4 (2010): Special Issue: Selected Best Papers of 2009 WASE International Conference on In |
| Rights | Copyright © ACADEMY PUBLISHER - All Rights Reserved.To request permission, please check out URL: http://www.academypublisher.com/copyrightpermission.html. |