IEEE - Institute of Electrical and Electronics Engineers, Inc. - A new initializing mechanism in Particle Swarm Optimization

2011 IEEE International Conference on Computer Science and Automation Engineering (CSAE)

Author(s): Du Jiyong ; Zhang Fengming ; Huang Guorong ; Yang Ji
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2011
Conference Location: Shanghai, China, China
Conference Date: 10 June 2011
Volume: 4
Page(s): 325 - 329
ISBN (CD): 978-1-4244-8726-4
ISBN (Electronic): 978-1-4244-8728-8
ISBN (Paper): 978-1-4244-8727-1
DOI: 10.1109/CSAE.2011.5952861
Regular:

Particle Swarm Optimization (PSO) is known to suffer from premature convergence prior to discovering the true global minimizer. In this paper, a novel initializing mechanism is proposed, which... View More

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