DocumentCode
2033465
Title
An Ant-Based Algorithm for Balancing Assembly Lines in a Mass Customization Environment
Author
Zhang, Zeqiang ; Cheng, Wenming ; Song, Lin ; Yu, Qingliang
Author_Institution
Sch. of Mech. Eng., Southwest Jiaotong Univ., Chengdu
fYear
2009
fDate
23-24 May 2009
Firstpage
1
Lastpage
4
Abstract
Facing the intense competition, rising costs and ever changing consumer demands, many manufacturers switch to mass customization from mass manufacturing. The mass customization assembly line balancing problem arises to smooth the production and decrease the cost. However, the development towards mass customization has caused considerable increases in complexity within assembly line production processes. This paper presents a novel ant algorithm for the Type I mass customization assembly line balancing. The proposed algorithm made use of the trail information which is deposited between the task and the task selected position, and pheromone summation rules was adopted. According to the characteristics of the problem, a new nonlinear objective function is used to instead of the function of number of workstations. The results of the computational study show that the proposed approach performs quite effectively.
Keywords
assembly planning; consumer behaviour; cost reduction; mass production; optimisation; product customisation; ant-based algorithm; assembly line production processes; assembly lines balancing; consumer demands; cost reduction; mass customization environment; mass manufacturing; nonlinear objective function; pheromone summation rules; Ant colony optimization; Assembly systems; Costs; Genetic algorithms; Manufacturing; Mass customization; Mass production; Switches; Time factors; Workstations;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-3893-8
Electronic_ISBN
978-1-4244-3894-5
Type
conf
DOI
10.1109/IWISA.2009.5072706
Filename
5072706
Link To Document