Nor Azlina, Ab. Aziz and Zuwairie, Ibrahim (2012) Asynchronous particle swarm optimization for swarm robotics. Procedia Engineering, 41. pp. 951-957. ISSN 1877-7058. (Published)
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Abstract
In the original particle swarm optimization algorithm, particles’ update is done synchronously. The whole swarm fitness is evaluated first before particle update process is conducted. Whereas in asynchronous update a particle is able to update its velocity and position after its fitness is evaluated. This caused the particle's search to be conducted with imperfect information. However, asynchronous update is useful in field such as swarm robotics search problem, where the robots can move continuously based on the available information without waiting for the whole swarm. Hence this paper looks into the differences between synchronous and asynchronous PSO and its application in swarm robotics search.
| Item Type: | Article |
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| Uncontrolled Keywords: | Asynchronous; Particle swarm optimization; Swarm robotics; Synchronous |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Faculty/Division: | Faculty of Electrical & Electronic Engineering |
| Depositing User: | Mrs. Neng Sury Sulaiman |
| Date Deposited: | 09 Dec 2019 04:45 |
| Last Modified: | 09 Dec 2019 04:45 |
| URI: | http://umpir.ump.edu.my/id/eprint/25324 |
| Download Statistic: | View Download Statistics |
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