Two-sided assembly line balancing using an ant-colony-based heuristic

被引:111
作者
Baykasoglu, Adil [1 ]
Dereli, Tuerkay [1 ]
机构
[1] Univ Gaziantep, Dept Ind Engn, TR-27310 Gaziantep, Turkey
基金
英国科研创新办公室;
关键词
assembly line balancing; two-sided assembly lines; ant colony optimization;
D O I
10.1007/s00170-006-0861-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Two-sided assembly line balancing (ALB) problems usually occur in plants which are producing large-sized high-volume products, such as buses, trucks, and domestic products. Many algorithms and heuristics have been proposed to balance the well known classical one-sided assembly lines. However, little attention has been paid to solve two-sided ALB problems. Moreover, according to our best knowledge, there is no published work in the literature on two-sided ALB problems with zoning constraints (2sALBz). In this study, an ant-colony-based heuristic algorithm is proposed for solving 2sALBz problems. This paper also makes one of the first attempts to show how an ant colony heuristic (ACH) can be applied to solve 2sALBz problems. In the paper, example applications are presented and computational experiments are performed to present the suitability of the ACH to solve 2sALBz problems. Promising results are obtained from the solution of several test problems.
引用
收藏
页码:582 / 588
页数:7
相关论文
共 14 条
[1]   THE RELATED ACTIVITY CONCEPT IN ASSEMBLY LINE BALANCING [J].
AGRAWAL, PK .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1985, 23 (02) :403-421
[2]  
ARCUS A, 1963, THESIS U CALIFORNIA
[3]   BALANCING 2-SIDED ASSEMBLY LINES - A CASE-STUDY [J].
BARTHOLDI, JJ .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1993, 31 (10) :2447-2461
[4]   Multi-rule multi-objective simulated annealing algorithm for straight and U type assembly line balancing problems [J].
Baykasoglu, A .
JOURNAL OF INTELLIGENT MANUFACTURING, 2006, 17 (02) :217-232
[5]   Ant algorithms for discrete optimization [J].
Dorigo, M ;
Di Caro, G ;
Gambardella, LM .
ARTIFICIAL LIFE, 1999, 5 (02) :137-172
[6]  
Falkenauer E, 2005, PRODUCT LIFECYCLE MANAGEMENT: EMERGING SOLUTIONS AND CHALLENGES FOR GLOBAL NETWORKED ENTERPRISE, P360
[7]   A COMPREHENSIVE LITERATURE-REVIEW AND ANALYSIS OF THE DESIGN, BALANCING AND SCHEDULING OF ASSEMBLY SYSTEMS [J].
GHOSH, S ;
GAGNON, RJ .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1989, 27 (04) :637-670
[8]  
Gunther R. E., 1983, Journal of Operations Management, V3, P209, DOI [https://doi.org/10.1016/0272-6963(83)90005-0, DOI 10.1016/0272-6963(83)90005-0]
[9]   AN ALGORITHM FOR THE LINE BALANCING PROBLEM [J].
GUTJAHR, AL ;
NEMHAUSER, GL .
MANAGEMENT SCIENCE, 1964, 11 (02) :308-315
[10]   A BRANCH AND BOUND ALGORITHM FOR ASSEMBLY LINE BALANCING PROBLEMS WITH FORMULATION IRREGULARITIES [J].
JOHNSON, RV .
MANAGEMENT SCIENCE, 1983, 29 (11) :1309-1324