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Indexed by:期刊论文

Date of Publication:2012-01-01

Journal:Journal of Convergence Information Technology

Included Journals:EI、Scopus

Volume:7

Issue:1

Page Number:346-355

ISSN No.:19759320

Abstract:Satellite module layout optimization problem is not only a complex coupled system design problem but also a special combinatorial optimization problem. This kind of complex engineering layout optimization problem is difficult to solve in polynomial time and obtain higher success rate. This article proposed a new dual-system cooperative co-evolutionary differential evolution with human-computer cooperation algorithm (HDCCDE) for a satellite module layout optimization problem. HDCCDE was based on the dual-system cooperative co-evolutionary framework and human-computer cooperation strategy. Dual-system cooperative co-evolutionary differential evolution (DCCDE) was employed as the system optimizer to search for a better performance. A new adding strategy of artificial individual was proposed. This strategy could add artificial individuals to algorithm population and influence algorithm performance. The numerical experiment of satellite module layout optimization case showed that the proposed algorithm obtains better solution and higher computational success rate.