点击次数：

论文类型：期刊论文

第一作者：Shi, Yanjun

通讯作者：Shi, YJ (reprint author), Dalian Univ Technol, Sch Mech Engn, Dalian 116024, Peoples R China.

合写作者：Li, Bo,Zhang, Zihui

发表时间：2011-08-01

发表刊物：ADVANCED SCIENCE LETTERS

收录刊物：Scopus、SCIE

卷号：4

期号：8-10

页面范围：3178-3181

ISSN号：1936-6612

关键字：Satellite Module; Layout Design; Artificial Bee Colony; Genetic Algorithm

摘要：Layout design of a satellite module is the problem of arranging a set of components in satellite module such that a set of objectives and constraints are satisfied. This layout is a NP-hard engineering optimization problem. We propose a modified artificial bee colony algorithm (ABC-G for short) to tackle this problem. In the proposed ABC-G algorithm, the onlooker bees not only choose food sources depending on their experience, but also employed a gauss mutation from genetic algorithm to improve local solution, i.e., micro-adjust the placement of layout component. The comparative results with genetic algorithm (GA for short) showed that the ABC-G algorithm outperformed GA and the standard ABC algorithm.