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Title: Integrated production and outbound distribution scheduling problem with due dates
Authors: Yağmur, Ece
Kesen, Saadettin Erhan
Keywords: permutation flow shop
memetic algorithm
Issue Date: 2020
Abstract: Integrated production and outbound distribution scheduling (IPODS) problem consists of two combinatorial optimization problem which are known as machine scheduling and vehicle routing in the literature. There are many situations that will require production and distribution decisions have to be made together in the case that there is very limited time between production and distribution activities such as perishable products or products which have limited lifespan. In addition, make to order businesses based on just in time philosophy is another application area because of the zero-inventory level between the production and distribution phase. In this study, we developed a new Memetic Algorithm (MA) to obtain optimal or near-optimal solutions in a reasonable time. The performance of the algorithm is compared with the solutions of the mathematical model of the same problem studied by [1]. Computational results show that proposed MA is capable of finding optimal or near optimal solutions which are found by CPLEX in less than a minute.
Description: 15th Symposium of Intelligent Systems and Knowledge Engineering (ISKE) held jointly with 14th International FLINS Conference (FLINS) -- AUG 18-21, 2020 -- Cologne, GERMANY
ISBN: 978-981-122-333-4
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections

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