Çok ürünlü akış tipi üretim sistemlerinde kafile bölme ve kaydırma problemine sezgisel yaklaşımlar
2013
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Advisor: Prof. Dr. Ceyda Oğuz
Abstract (EN)
In thesis research, we consider the multi-product lot streaming (MPLS) problem with equal and consistent sublots in multi-machine flow shops (MMFS) with objective of minimizing the makespan. We firstly introduce various types of scheduling problems and provide detailed background information and literature review on lot streaming problems with equal and consistent sublots. Then we develop two heuristic procedures for equal and consistent sublot sized MPLS problems respectively. First heuristic approach that we develop for MPLS problem with equal sublots in MMFS (heuristic RO) is a constructive procedure, which has many distinguishing characteristics. Its fast and easy construction method of initial lot sequence lets tabu search algorithm start with a better initial solution in contrast with random initial solutions. Moreover, we utilize the concept of ?Interior Lots? in order to restrict the insertion of a given lot into first position. We also provide a proof of the claim, which supports the use of ?Interior Lot? concept in both of the heuristics. Second heuristic approach (heuristic RO-C) deals with the MPLS problem with consistent sublots in MMFS. In compliance with the different characteristics of the problem we develop an additional tabu search algorithm in order to generate better initial sublot size matrix. Finally we present comparative results of experimental studies for both heuristics. We show that solution qualities of both heuristics that we develop are better than or equal to those obtained by the heuristic and exact methods that we choose to compare with. Proposed heuristics have considerable contributions to MPLS literature due to their unique ordering and tie breaking rules for sorting bottleneck dominant and reversely bottleneck dominant lots, utilization of interior lot concept in several steps of heuristics and solution quality with respect to similar studies from the literature. Keywords: Lot Streaming, Equal Sublot, Consistent Sublot, Bottleneck Dominance, Interior Lots, Tabu Search, Run-in Time, Run-out Time
Author
Dr. Emin Rodoslu
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Emin Rodoslu (Master Thesis). Çok ürünlü akış tipi üretim sistemlerinde kafile bölme ve kaydırma problemine sezgisel yaklaşımlar, 2013, Koç University, Endüstri Mühendisliği Bölümü.
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