Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
476316 | Computers & Operations Research | 2007 | 20 Pages |
Abstract
We propose a hybrid method designed to solve a problem of dispatching and conflict free routing of automated guided vehicles (AGVs) in a flexible manufacturing system (FMS). This problem consists in the simultaneous assignment, scheduling and conflict free routing of the vehicles. Our approach consists in a decomposition method where the master problem (scheduling) is modelled with constraint programming and the subproblem (conflict free routing) with mixed integer programming. Logic cuts are generated by the sub problems and used in the master problem to prune optimal scheduling solutions whose routing plan exhibits conflicts. The hybrid method presented herein allowed to solve instances with up to six AGVs.
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Physical Sciences and Engineering
Computer Science
Computer Science (General)
Authors
Ayoub Insa Corréa, André Langevin, Louis-Martin Rousseau,