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IEEE Transactions on Automation Science and Engineering | Vol.PP, Issue.99 | 2019-12-31 | Pages

IEEE Transactions on Automation Science and Engineering

Using CP/SMT Solvers for Scheduling and Routing of AGVs

Riazi, Sarmad   Lennartson, Bengt  
Abstract

An improved method for solving conflict-free scheduling and routing of automated guided vehicles is proposed in this article, with promising results. This is achieved by reformulating the mathematical model of the problem, including several improvements and speedup strategies of an existing Benders decomposition method. A new heuristic is also presented that quickly yields high-quality solutions. Moreover, a real-large-scale industrial instance is solved using an open-source satisfiability module theories solver and a commercial constraint programming solver. According to the results, both of these general-purpose solvers can effectively solve the proposed models.

Original Text (This is the original text for your reference.)

Using CP/SMT Solvers for Scheduling and Routing of AGVs

An improved method for solving conflict-free scheduling and routing of automated guided vehicles is proposed in this article, with promising results. This is achieved by reformulating the mathematical model of the problem, including several improvements and speedup strategies of an existing Benders decomposition method. A new heuristic is also presented that quickly yields high-quality solutions. Moreover, a real-large-scale industrial instance is solved using an open-source satisfiability module theories solver and a commercial constraint programming solver. According to the results, both of these general-purpose solvers can effectively solve the proposed models.

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Riazi, Sarmad, Lennartson, Bengt,.Using CP/SMT Solvers for Scheduling and Routing of AGVs. PP (99),.

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