文献类型：期刊文献

英文题名：An adaptive immune algorithm based on the endocrine regulation mechanism for scheduling problems of flow shop with zero wait

作者：Wang, Yi[1];Gu, Xing-sheng[1];Xu, Zhen-hao[1]

机构：[1]East China Univ Sci & Technol, Res Inst Automat, Shanghai 200237, Peoples R China

年份：2011

卷号：12

期号：1-2

起止页码：42

外文期刊名：INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL

收录：EI(收录号：20110213562996);WOS:【ESCI(收录号:WOS:000218127400008)】；

基金：This work is supported by The National Natural Science Foundation of China (grant No. 60774078). National High Technology Research and Development Program of China (863 Program)(No. 2009AA04Z141).

语种：英文

外文关键词：production scheduling; endocrine; immune algorithm; flow shop; zero wait

摘要：A new model which describes the flow shop scheduling problems with zero wait in the batch plant is constructed. A novel adaptive endocrine and immune algorithm (EIA) is first proposed based on the regulation laws of hormone in the endocrine system and the close relationship of mutual modulation between the endocrine system and the immune system. An accelerating mechanism and a restraining mechanism are also integrated into the EIA approach to promote the search for global optimal solutions. The simulation results show the convergence rate and search precision of the EIA are much better than those of the standard immune algorithm and the improved immune algorithm, thus verifying the effectiveness, originality and excellence of EIA.