文献类型：期刊文献

英文题名：MULTI-AGENT-BASED COOPERATIVE COEVOLUTIONARY MODEL FOR DYNAMIC SHOP FLOOR RECONFIGURATION CONSIDERING PROCESS PLANNING

作者：Li, Shuxia[1,2];Shan, Hongbo[3];Liu, Liping[1]

机构：[1]East China Univ Sci & Technol, Sch Business, Shanghai 200237, Peoples R China;[2]Univ Michigan, Dept Ind & Operat Engn, Ann Arbor, MI 48109 USA;[3]Donghua Univ, Coll Mech Engn, Shanghai 201620, Peoples R China

年份：2011

卷号：10

期号：1

起止页码：53

外文期刊名：JOURNAL OF ADVANCED MANUFACTURING SYSTEMS

收录：EI(收录号：20112814132995);WOS:【ESCI(收录号:WOS:000216778800008)】；

基金：This work is partially supported by National Natural Science Foundation of China under the Grant Number of 71001039, the Fundamental Research Funds for the Central Universities, and the Excellent Young Teachers funding of Shanghai Municipal Education Commission & Donghua University (103070056018).

语种：英文

外文关键词：Reconfiguration; shop floor; production planning; multi; agent; coevolution

摘要：In order to react to volatile market demand and uncertain production objectives, distributed manufacturing resources have to be dynamically configured. However, the dynamics of process planning and shop floor information makes shop floor reconfiguration a challenging problem. The shortcomings of the existing research on shop floor reconfiguration are first discussed. Then a multi-agent-based framework for dynamic shop floor reconfiguration is presented, and a mathematical programming model taking process planning into consideration is constructed as well. To coordinate the resource assignment among agents, a cooperative coevolutionary algorithm is also put forward to find the optimal solution of the reconfiguration model. The advantages of the proposed model are using combined multi-agent and mathematical programming method to decompose and optimize the problem of reconfiguration and considering alternative process plans. Furthermore, a prototype system for dynamic shop reconfiguration is developed. The results of this research will help solve the problem of shop floor reconfiguration with complex and dynamic interactive structure.