Particle Swarm Optimization with velocity control |
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Authors: | Naoya Nakagawa Atsushi Ishigame Keiichiro Yasuda |
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Affiliation: | 1. Osaka Prefecture University, 1-1, Gakuen-cho, Naka-ku, Sakai, Osaka 599-8531, Japan;2. Tokyo Metropolitan University, 1-1, Minamiosawa, Hachioji-shi, Tokyo 192-0397, Japan |
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Abstract: | This paper presents a new Particle Swarm Optimization (PSO) technique with velocity control. In the proposed method, we lead the particles from intensification to diversification by adding a random number to the velocity of the particle depending on the distance from global best position (gbest), and thereby the particles can search widely in the search space. Copyright © 2009 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc. |
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Keywords: | optimization particle swarm optimization velocity control |
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