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Makespan optimization in a no-wait flowline manufacturing cell with sequence-dependent family setup times
- Source :
- Computers & Industrial Engineering. 128:1-7
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- The no-wait flowline manufacturing cell scheduling problem with sequence-dependent family setup times and the objective of minimizing makespan is NP-hard in the strong sense even in the two-machine case. This work proposes an efficient matheuristic for solving this problem to optimality in a reasonable computational time. To demonstrate the effectiveness and efficiency of the proposed matheuristic, computational experiments are performed using a well-known benchmark problem set. The computational results reveal that all test instances of the problem are solved to optimality using the proposed matheuristic, and that the computational times of the matheuristic are comparable with those of state-of-the-art meta-heuristics for finding approximate solutions. This work contributes significantly to the research into algorithms for solving this computationally intractable problem.
- Subjects :
- Mathematical optimization
021103 operations research
General Computer Science
Job shop scheduling
Computer science
0211 other engineering and technologies
General Engineering
02 engineering and technology
Sequence dependent
0202 electrical engineering, electronic engineering, information engineering
Benchmark (computing)
020201 artificial intelligence & image processing
Problem set
Manufacturing cell
Subjects
Details
- ISSN :
- 03608352
- Volume :
- 128
- Database :
- OpenAIRE
- Journal :
- Computers & Industrial Engineering
- Accession number :
- edsair.doi...........e63e2c73fa6950442803ac70d8a485af
- Full Text :
- https://doi.org/10.1016/j.cie.2018.12.025