The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS
Transactions ID Number: 28-732
Full Name: I-Wei Kao
Position: Ph.D. Candidate
Age: ON
Sex: Male
Address: Yuan-Ze University Taoyuan 32026 Taiwan
Country: TAIWAN
Tel: +886 034638800#2516#2506
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E-mail address: s958906@mail.yzu.edu.tw
Other E-mails: kt504221@hotmail.com
Title of the Paper: A Particle Swarm with Selective Particle Regeneration for Multimodal Functions
Authors as they appear in the Paper: Chi-Yang Tsai, I-Wei Kao
Email addresses of all the authors: iecytsai@saturn.yzu.edu.tw, s958906@mail.yzu.edu.tw
Number of paper pages: 11
Abstract: This paper proposes an improved particle swarm optimization (PSO). In order to increase the efficiency, suggestions on parameter settings is made and a mechanism is designed to prevent particles fall into the local optimal. To evaluate its effectiveness and efficiency, this approach is applied to multimodal function optimizing tasks. 16 benchmark functions were tested, and results were compared with those of PSO, HNMPSO and GA-PSO. It shows the proposed method is both robust and suitable for multimodal function optimization.
Keywords: Particle Swarm Optimization, Cognitive and Social Parameter, Selective Particle Regeneration, Mutation Operation, Multimodal functions
EXTENSION of the file: .pdf
Special (Invited) Session: elective Regenerated Particle Swarm Optimization for Multimodal Function
Organizer of the Session: 603-252
How Did you learn about congress: s948906@mail.yzu.edu.tw, iepchang@saturn.yzu.edu.tw
IP ADDRESS: 210.66.100.146
