A memetic algorithm for a stochastic lot-sizing and sequencing problem

Abstract : A stochastic multi-product lot-sizing and sequencing problem is considered. Two kinds of uncertainties are integrated into the model: defectives items due to the machines' imperfections and random lead time because of randomly arising breakdowns and uncertain repair time. There are also sequence-dependent set-up times between two items of different types. The optimization problem is to maximize the probability of overall demand satisfying. In the previous work only the lot-sizing part of the problem was considered (a decomposition approach was used). Here we study the entire problem with sequencing and lot-sizing decisions integrated.
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Communication dans un congrès
Alexandre Dolgui, Jurek Sasiadek, Marek Zaremba. 15th IFAC Symposium on Information Control Problems in Manufacturing — INCOM 2015, May 2015, Ottawa, Canada. Elsevier Science, IFACPapersOnline.net, IFAC-PapersOnLine, 48 (3), pp.Pages 1809-1814, 2015, 15th IFAC Symposium on Information Control Problems in Manufacturing — INCOM 2015. 〈10.1016/j.ifacol.2015.06.349〉
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https://hal-emse.ccsd.cnrs.fr/emse-01194466
Contributeur : Florent Breuil <>
Soumis le : lundi 7 septembre 2015 - 09:50:07
Dernière modification le : dimanche 28 janvier 2018 - 15:22:05

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Kseniya Schemeleva, Xavier Delorme, Alexandre Dolgui. A memetic algorithm for a stochastic lot-sizing and sequencing problem. Alexandre Dolgui, Jurek Sasiadek, Marek Zaremba. 15th IFAC Symposium on Information Control Problems in Manufacturing — INCOM 2015, May 2015, Ottawa, Canada. Elsevier Science, IFACPapersOnline.net, IFAC-PapersOnLine, 48 (3), pp.Pages 1809-1814, 2015, 15th IFAC Symposium on Information Control Problems in Manufacturing — INCOM 2015. 〈10.1016/j.ifacol.2015.06.349〉. 〈emse-01194466〉

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