Facility Location for a Closed-Loop Distribution Network: A Hybrid Approach

Ghadge, A., Yang, Q., Caldwell, N., Caldwell, N., Konig, K. & Tiwari, M. K. (2016). Facility location for a closed-loop distribution network: a hybrid approach. International Journal of Retail & Distribution Management, 44(9), 884-902.

19 Pages Posted: 7 Nov 2016 Last revised: 10 Mar 2017

See all articles by Abhijeet Ghadge

Abhijeet Ghadge

Cranfield University - School of Management

Qifan Yang

Heriot-Watt University

Nigel Caldwell

Heriot-Watt University

Christian Koenig

Independent

Manoj Tiwari

Indian Institute of Technology (IIT), Kharagpur - Department of Industrial Engineering and Management

Date Written: November 5, 2016

Abstract

Purpose - The aim of the study is to find a sustainable facility location solution for a closed loop distribution network in the uncertain environment created by of high levels of product returns from online retailing coupled with growing pressure to reduce carbon emissions.

Design/methodology/approach - A case study approach attempts to optimize the distribution centre location decision for single and double hub scenarios. A hybrid approach combining centre of gravity and mixed integer programming is established for the un-capacitated multiple allocation facility location problem. Empirical data from a major national UK retail distributor network is used to validate the model.

Findings - The paper develops a contemporary model that can take into account multiple factors (e.g. operational and transportation costs and supply chain risks) while improving performance on environmental sustainability.

Practical implications - Based on varying product return rates, Supply Chain Managers can decide whether to choose a single or a double hub solution to meet their needs. The study recommends a two hub facility location approach to mitigate emergent supply chain risks and disruptions.

Originality/value - A two-stage hybrid approach outlines a unique technique to generate candidate locations under 21st century conditions for new distribution centers.

Keywords: Facility Location Problem, Mathematical Modelling, Centre of Gravity, Reverse Logistics, Product Returns, Closed-loop Supply Chains, Online Retail

Suggested Citation

Ghadge, Abhijeet and Yang, Qifan and Caldwell, Nigel and Koenig, Christian and Tiwari, Manoj, Facility Location for a Closed-Loop Distribution Network: A Hybrid Approach (November 5, 2016). Ghadge, A., Yang, Q., Caldwell, N., Caldwell, N., Konig, K. & Tiwari, M. K. (2016). Facility location for a closed-loop distribution network: a hybrid approach. International Journal of Retail & Distribution Management, 44(9), 884-902., Available at SSRN: https://ssrn.com/abstract=2864991

Abhijeet Ghadge (Contact Author)

Cranfield University - School of Management ( email )

Bedfordshire, MK43 0AL
United Kingdom

Qifan Yang

Heriot-Watt University

Riccarton
Edinburgh EH14 4AS, Scotland EH14 1AS
United Kingdom

Nigel Caldwell

Heriot-Watt University

Riccarton
Edinburgh EH14 4AS, Scotland EH14 1AS
United Kingdom

Christian Koenig

Independent ( email )

Manoj Tiwari

Indian Institute of Technology (IIT), Kharagpur - Department of Industrial Engineering and Management ( email )

Department of Industrial Engineering & Management
Kharagpur, West Bengal 721302
India

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