Hybrid procedure based on Bounded Dynamic Programming and Linear Programming for solving a variant of the MMSP-W
In this paper, we propose a hybrid procedure based on Bounded Dynamic Programming (BDP) and linear programming to solve the Mixed-Model Sequencing Problem with Workload Minimization (MMSP-W), with serial workstations, free interruption of the operations and production mix restrictions. We performed...
| Authors: | , , , |
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| Format: | article |
| Publication Date: | 2013 |
| Country: | España |
| Institution: | Universitat Politècnica de Catalunya (UPC) |
| Repository: | UPCommons. Portal del coneixement obert de la UPC |
| Language: | English |
| OAI Identifier: | oai:upcommons.upc.edu:2117/89826 |
| Online Access: | https://hdl.handle.net/2117/89826 https://dx.doi.org/10.3182/20130619-3-RU-3018.00237 |
| Access Level: | Open access |
| Keyword: | Heuristic algorithms Automobile industry Manufacturing systems JIT manufacturing Sequences Overload Scheduling algorithms Dynamic programming Linear programming Heuristics Programació dinàmica Heurística Optimització matemàtica Àrees temàtiques de la UPC::Economia i organització d'empreses |
| Summary: | In this paper, we propose a hybrid procedure based on Bounded Dynamic Programming (BDP) and linear programming to solve the Mixed-Model Sequencing Problem with Workload Minimization (MMSP-W), with serial workstations, free interruption of the operations and production mix restrictions. We performed a computational experiment with 225 instances from the literature. The results of our proposal are compared with those obtained through the Gurobi solver and previous procedures. |
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