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Mathematical Problems in Engineering
Volume 2015, Article ID 685824, 9 pages
http://dx.doi.org/10.1155/2015/685824
Research Article

A Novel Assembly Line Scheduling Algorithm Based on CE-PSO

1Key Laboratory of Intelligent Manufacturing and Robotics, School of Mechatronic Engineering and Automation, Shanghai University, Mailbox 232, No. 149 Yanchang Road, Shanghai 200072, China
2Shanghai Institute of Radio Equipment, Shanghai 200090, China

Received 24 September 2014; Accepted 5 December 2014

Academic Editor: Trung Nguyen-Thoi

Copyright © 2015 Xiaomei Hu et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

With the widespread application of assembly line in enterprises, assembly line scheduling is an important problem in the production since it directly affects the productivity of the whole manufacturing system. The mathematical model of assembly line scheduling problem is put forward and key data are confirmed. A double objective optimization model based on equipment utilization and delivery time loss is built, and optimization solution strategy is described. Based on the idea of solution strategy, assembly line scheduling algorithm based on CE-PSO is proposed to overcome the shortcomings of the standard PSO. Through the simulation experiments of two examples, the validity of the assembly line scheduling algorithm based on CE-PSO is proved.