A bi-objective blood supply chain model under uncertain donation, demand, capacity and cost: a robust possibilistic-necessity approach

Ghahremani-Nahr, J., Kian, R. ORCID: 0000-0001-8786-6349, Sabet, E. and Akbari, V., 2022. A bi-objective blood supply chain model under uncertain donation, demand, capacity and cost: a robust possibilistic-necessity approach. Operational Research - An International Journal. ISSN 1109-2858

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Abstract

This paper addresses a multi-objective blood supply chain network design, considering economic and environmental aspects. The objective of this model is to simultaneously minimize a blood supply chain operational cost and its logistical carbon footprint. In order to embed the uncertainty of transportation costs, blood demand, capacity of facilities and carbon emission, a novel robust possibilistic-necessity optimization used regarding a hybrid optimistic-pessimistic form. For solving our bi-objective model, three multi-objective decision making approaches including LP-metric, Goal-Programming and Torabi- Hassini methods are examined. These approaches are assessed and ranked with respect to several attributes using a statistical test and TOPSIS method. Our proposed model can accommodate a wide range of decision-makers’ viewpoints with the normalized objective weights, both at the operational or strategic level. The trade-offs between the cost and carbon emission for each method has been depicted in our analyses and a Pareto frontier is determined, using a real case study data of 21 cities in the North-West of Iran considering a 12-month implementation time window.

Item Type: Journal article
Publication Title: Operational Research - An International Journal
Creators: Ghahremani-Nahr, J., Kian, R., Sabet, E. and Akbari, V.
Publisher: Springer
Date: 12 May 2022
ISSN: 1109-2858
Identifiers:
NumberType
10.1007/s12351-022-00710-4DOI
1546602Other
Rights: © the author(s) 2022. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit ttp://creativecommons.org/ licenses/by/4.0/
Divisions: Schools > Nottingham Business School
Record created by: Jonathan Gallacher
Date Added: 19 May 2022 15:43
Last Modified: 19 May 2022 15:43
URI: http://irep.ntu.ac.uk/id/eprint/46334

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