Decentralised Distributed Multiple Objective Particle Swarm Optimisation Using Peer to Peer Networks
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| 51392_1.pdf | 139Kb | Adobe PDF | View |
| Title | Decentralised Distributed Multiple Objective Particle Swarm Optimisation Using Peer to Peer Networks |
|---|---|
| Author | Scriven, Ian; Lewis, Andrew; Ireland, David John; Lu, Junwei |
| Publication Title | IEEE Congress on Evolutionary Computation, 2008. CEC 2008. (IEEE World Congress on Computational Intelligence). |
| Editor | Michalewicz and Reynolds |
| Year Published | 2008 |
| Place of publication | Online |
| Publisher | Online |
| Abstract | This paper describes a distributed particle swarm optimisation algorithm (PSO) based on peer-to-peer computer networks. A number of modifications are made to the more traditional synchronous PSO algorithm to allow for fully decentralised, scalable and fault-tolerent operation. The modified algorithm uses staggered propagation of objective-space knowledge between sub-swarms to eliminate the need for a centralised data store. Analytical test functions are used to examine the performance of the proposed algorithm and its variations in comparison with a basic synchronous PSO implementation. The results clearly show the feasibility of decentralised particle swarm optimisation. |
| Peer Reviewed | Yes |
| Published | Yes |
| Publisher URI | http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=4625778 |
| Alternative URI | http://dx.doi.org/10.1109/CEC.2008.4631191 |
| Copyright Statement | Copyright 2008 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. |
| ISBN | 978-1-4244-1822-0 |
| Conference name | 2008 IEEE World Congress on Computational Intelligence |
| Location | Hong Kong, China |
| Date From | 2008-06-01 |
| Date To | 2008-06-06 |
| URI | http://hdl.handle.net/10072/22901 |
| Date Accessioned | 2008-07-09 |
| Date Available | 2011-05-04T09:53:25Z |
| Language | en_AU |
| Research Centre | Centre for Wireless Monitoring and Applications |
| Faculty | Faculty of Science, Environment, Engineering and Technology |
| Subject | PRE2009-Optimisation |
| Publication Type | Conference Publications (Full Written Paper - Refereed) |
| Publication Type Code | e1 |
Please use this identifier to cite this record: http://hdl.handle.net/10072/22901
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