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A branch, bound, and remember algorithm for the simple disassembly line balancing problem

Authors :
Chengbin Chu
Jinlin Li
Caijun Yang
Xiaohong Chen
Zhanguo Zhu
Source :
Computers & Operations Research. 105:47-57
Publication Year :
2019
Publisher :
Elsevier BV, 2019.

Abstract

In this paper, we deal with a disassembly line balancing problem (DLBP), using an AND/OR graph (AOG) to represent the precedence relations between tasks. The decision maker needs to select a proper processing alternative and assign the corresponding tasks among stations to minimise the number of stations, without violating the cycle time constraint and the precedence relations. The problem was first formulated by Koc et al. (2009) and is denoted as type 1 simple DLBP (SDLBP-1) in this study. We prove that an SDLBP-1 with no parallel tasks is polynomially solvable and develop a branch, bound, and remember (BB&R) algorithm for the general SDLBP-1 with parallel tasks. Moreover, two lower bounding schemes, a strengthened Koc's integer programming (IP) model and a new benchmark instance generation scheme are proposed. Computational results show that the BB&R algorithm is the state-of-the-art exact algorithm for SDLBP-1, and that it can be easily truncated into a state-of-the-art heuristic which optimally solves most instances in very short time. In addition, the lower bounds and the strengthened IP model are also demonstrated to be effective.

Details

ISSN :
03050548
Volume :
105
Database :
OpenAIRE
Journal :
Computers & Operations Research
Accession number :
edsair.doi...........9b2dbb7a4024bcf4d172d3568fad6e7f