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

被引：4

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

来源：

INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL | 2011年 / 12卷 / 1-2期

基金：

国家高技术研究发展计划(863计划); 中国国家自然科学基金;

关键词：

production scheduling; endocrine; immune algorithm; flow shop; zero wait;

D O I：

10.1504/IJMIC.2011.037828

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

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.

引用

页码：42 / 49

页数：8

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