An Unrelated Parallel Machines Rescheduling Problem: An Industrial Case Study

Alice Berthier (1) , Alice Yalaoui (1) , Hicham Chehade (1) , Farouk Yalaoui (1) , Lionel Amodeo (1) , Christian Bouillot (1)

1 LOSI - Laboratoire d'Optimisation des Systèmes Industriels

This study tackles an unrelated parallel machines rescheduling problem. Sequence and machine dependent setup times and limited resources are taken into consideration. The study focuses on the objective of proposing an efficient and stable rescheduling solution. The resolution approach is explained and illustrated. Different indicators to optimize the rescheduling planning are tested and results are analyzed. The problem is inspired from a concrete case of textile industry.

Keywords: Rescheduling; Unrelated parallel machines; Genetic algorithm

Domains: Computer Science [cs]; Operations Research [cs.RO]; Computer Science [cs]; Artificial Intelligence [cs.AI]

Alice Berthier, Alice Yalaoui, Hicham Chehade, Farouk Yalaoui, Lionel Amodeo, et al.. An Unrelated Parallel Machines Rescheduling Problem: An Industrial Case Study. Advances in Production Management Systems. Artificial Intelligence for Sustainable and Resilient Production Systems, pp.81-91, 2021, ⟨10.1007/978-3-030-85874-2_9⟩. ⟨hal-03352548⟩