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Title: An Improved Approximate Dynamic Programming Method for The Integrated Fleet Sizing and Replenishment Planning Problem with Predetermined Delivery Frequencies
Authors: Aghazadeh, Duygu
Ertogral, Kadir
Keywords: Fleet sizing
Replenishment planning
Approximate Dynamic Programming
Fix and optimize
Issue Date: 2022
Publisher: Elsevier
Abstract: In this paper we propose an Improved Approximate Dynamic Programming approach for the integrated fleet sizing and replenishment planning problem utilizing fix and optimize heuristic. The problem is about deciding both the composition of a fleet for distributing a single item and the replenishment planning based on a predetermined delivery frequency. This problem integrates two important logistical issues namely fleet sizing and replenishment planning. The objective is minimizing all relevant costs composed of vehicle ownership, inventory, and approximate routing costs. We show the effectiveness of the proposed solution method on a set of fairly large size randomly generated problem instances. Copyright (C) 2022 The Authors.
Description: 10th IFAC Triennial Conference on Manufacturing Modelling, Management and Control (MIM) -- JUN 22-24, 2022 -- Nantes, FRANCE
ISSN: 2405-8963
Appears in Collections:WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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