A study on multi-colony diploid immune algorithm and its application in manufacture

Shubin Si, Shudong Sun, Peiyong Hou, Jianjun Yu

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Manufacture cell scheduling (MCS) is a NP-hard problem, and the traditional optimization methods have their limitations when dealing with MCS. Immune algorithm that simulates the biologic immunity system is an intelligent optimization method and has potential to solve MCS. Multi-colony diploid immune algorithm (MDIA) is put forward to solve MCS. Firstly, the model of MCS is set up. Then, a typical benchmark problem is simulated with MDIA and other algorithms. Finally, simulation results show that MDIA is both effective and superior to other algorithms.

源语言英语
主期刊名Advances in Materials Manufacturing Science and Technology II - Selected Papers from the 12th International Manufacturing Conference in China
编辑Chengyu Jiang, Geng Liu, Dinghua Zhang, Xipeng Xu
出版商Trans Tech Publications Ltd
1056-1059
页数4
ISBN(印刷版)0878494219, 9780878494217
DOI
出版状态已出版 - 2006
活动12th International Manufacturing Conference in China, IMCC2006 - Xi'an, 中国
期限: 21 9月 200623 9月 2006

出版系列

姓名Materials Science Forum
532-533
ISSN(印刷版)0255-5476
ISSN(电子版)1662-9752

会议

会议12th International Manufacturing Conference in China, IMCC2006
国家/地区中国
Xi'an
时期21/09/0623/09/06

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