期刊名称:JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)
印刷版ISSN:2251-9904
出版年度:2015
卷号:8
期号:18
页码:61-69
语种:English
出版社:ISLAMIC AZAD UNIVERSITY, QAZVIN BRANCH
摘要:Although lot streaming scheduling is an active research field, lot streaming flexible flow lines problems have received far less attention than classical flow shops. This paper deals with scheduling jobs in lot streaming flexible flow line problems. The paper mathematically formulates the problem by a mixed integer linear programming model. This model solves small instances to optimality. Moreover, a novel artificial bee colony optimization is developed. This algorithm utilizes five effective mechanisms to solve the problem. To evaluate the algorithm, it is compared with adaptation of four available algorithms. The statistical analyses showed that the proposed algorithm significantly outperformed the other tested algorithms.
关键词:LOT STREAMING; FLEXIBLE FLOW LINE SCHEDULING; MIXED INTEGER LINEAR PROGRAMMING MODEL; ARTIFICIAL BEE COLONY OPTIMIZATION