Collision-Free Based Model for the Cyclic Multi-Hoist Scheduling Problem

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TitreCollision-Free Based Model for the Cyclic Multi-Hoist Scheduling Problem
Type de publicationConference Paper
Year of Publication2019
AuteursLaajili E., Lamrous S., Manier M.-A, Nicod J.-M
Conference Name2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC)
PublisherIEEE
Conference Location345 E 47TH ST, NEW YORK, NY 10017 USA
ISBN Number978-1-7281-4569-3
Résumé

In this paper, we propose a Mixed Integer Linear Programming model for solving a hoist scheduling problem with several transportation resources. This model complements initial work that neglected the risk of collisions between hoists. This new model identifies and manages the various possible collision situations, and it is intended to be integrated as a solution evaluation module in a hybrid algorithm addressing the broader and more complex joint problem of sizing transport resources and scheduling surface treatment workshops. In this global approach, an evolutionary algorithm first generates partially feasible solutions, whose total feasibility is then verified a posteriori, thanks to the proposed new model. This model is validated through tests performed on instances of the literature.