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A branch, bound, and remember algorithm for the simple disassembly line balancing problem
- 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.
- Subjects :
- 0209 industrial biotechnology
021103 operations research
General Computer Science
Branch and bound
Heuristic
Computer science
0211 other engineering and technologies
02 engineering and technology
Management Science and Operations Research
020901 industrial engineering & automation
Exact algorithm
Modeling and Simulation
Line balancing
Graph (abstract data type)
Integer programming
Algorithm
Subjects
Details
- ISSN :
- 03050548
- Volume :
- 105
- Database :
- OpenAIRE
- Journal :
- Computers & Operations Research
- Accession number :
- edsair.doi...........9b2dbb7a4024bcf4d172d3568fad6e7f