Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.13091/839
Title: Solution Approaches For Mixed Pallet Collection Problem: A Case Study In A Logistic Company
Authors: Kesen, Saadettin Erhan
Alim, Muzaffer
Keywords: Vehicle Routing Problem
Clarke And Wright Saving Algorithm
Simulated Annealing
Vehicle-Routing Problem
Simultaneous Delivery
Optimization
Heuristics
Algorithm
Issue Date: 2019
Publisher: YILDIZ TECHNICAL UNIV
Abstract: In this paper, we study a mixed pallet collection problem in a warehouse of the company operating in fast moving consumer goods industry and present a mixed integer programming formulation with the objective function of total travelling distance minimization. The problem studied is shown to be equivalent to the well-known vehicle routing problem. Since the problem belongs to the class of NP-hard problems, introduced mathematical formulation cannot provide optimal solution in an acceptable amount of time. We, therefore, develop an algorithm based on Simulated Annealing (SA) meta-heuristic approach to find near-optimal solution in a quite shorter computational time. Routes are constructed using Clarke&Wright saving algorithm and then these routes are perturbed whereby three neighborhood operators, namely swap, insert, swap-range are utilized to further improve the quality of the solution. Experimental results based on a real case instance demonstrates that SA algorithm is capable of providing solution more quickly than that of CPLEX solver but the quality of the solution found by SA is 7% worse than that of CPLEX.
URI: https://hdl.handle.net/20.500.13091/839
ISSN: 1304-7205
1304-7191
Appears in Collections:Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collections
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collections

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