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论文类型：期刊论文

第一作者：Chen, W.

通讯作者：Chen, W.

合写作者：Shi, Y.-J.,Teng, H.-F.

发表时间：2008-09-15

发表刊物：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

收录刊物：EI、CPCI-S、SCIE、Scopus

卷号：5227 LNAI

页面范围：742-749

ISSN号：3540859837

关键字：Differential evolution; combinatorial optimization; genetic algorithm; layout design; satellite module

摘要：This paper proposes an improved differential evolution algorithm (called by DEG hereinafter) to tackle a kind of combinatorial optimization problem, i.e., constrained component layout optimization of satellite module. DEG combined local search with standard DE by employing the Gauss mutation operator from genetic algorithm, aiming to make random micro-perturbations to the location of components for obtaining a better layout scheme. The experimental results showed that the proposed DEG outperformed the standard DE and Genetic algorithm on layout design of simplified satellite module. © 2008 Springer-Verlag Berlin Heidelberg.