Title: An integrated approach for robust inventory routing problem in a three-echelon distribution system

Authors: Seyed Mohammad Gholami-Zanjani; Sobhgol Gholipour; Masoud Rabbani

Addresses: School of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran; School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran ' Department of Computer Engineering, Sharif University of Technology, Tehran, Iran ' School of Industrial Engineering, College of Engineering, University of Tehran, Tehran, Iran

Abstract: This paper introduces the robust inventory routing problem with finite time horizon in three-level distribution systems considering uncertain demand and transportation cost. The vendor is responsible for replenishing distribution centres and distribution centres replenish geographically scattered customers. The products are distributed by capacitated vehicles and, depending on the decision variables, multiple vehicles are assigned to each distribution centre. The inventories are kept both in distribution centres and customer sites. The objective is was to find a combined transportation and inventory strategy and minimise system cost while meeting the demand of each customer without shortage and ensuring feasibility regardless of the realised demands and transportation cost. The proposed system is integrated by a mixed integer linear programming (MILP) formulation for deterministic case of the problem. Moreover, the corresponding robust counterpart is formulated with regard to three different techniques of box, polyhedral and interval-polyhedral and analysed using adjustable uncertainty parameters on a test bed. Finally, to cope with intractability of large size problems, an imperialist competitive algorithm is developed by genetic algorithm operators.

Keywords: inventory routing problem; IRP; distribution; logistics; robust optimisation; imperialist competitive algorithm; ICA.

DOI: 10.1504/IJLSM.2019.098326

International Journal of Logistics Systems and Management, 2019 Vol.32 No.3/4, pp.414 - 436

Received: 25 May 2017
Accepted: 03 Mar 2018
Published online: 14 Mar 2019 *

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