Journal of Industrial and Management Optimization, Volume (19), No (11), Year (2023-11) , Pages (7993-8028)

Title : ( A new supply chain design to solve supplier selection based on internet of things and delivery reliability )

Authors: azam modares , Mostafa Kazemi , Vahideh Bafandegan Emroozi , Pardis Roozkhosh ,

Citation: BibTeX | EndNote

Abstract

In this study, an attempt is made to examine the planning for supply, production, and distribution with an integrated approach to reduce waste and returned products in such a way that the supplier and manufacturer exchange information in supply chain. In this paper, manufacturer share information with suppliers through IoT and blockchain. For best implementation of supply chain based on these technologies, a manufacturer must chose the optimal combination of suppliers that can better meet the criteria of technologies implementation. In this paper, IoT and blockchain are examined to supply chain management by considering the impactful criteria of implementation in suppliers\\\\\\\' selection and optimization. For this purpose, this paper applies the multi criteria decision making (MCDM) methods for prioritizing the suppliers. Then, the obtained weights are plugged into the model as the inputs of the designed model. In this study chance constraint programming (CCP) is leveraged to develop optimization models that take the uncertainties and randomness into account. Since the developed model is a non-differentiable and non-convex, genetic algorithm (GA) and particle swarm optimization (PSO) are leveraged to solve the formulated model. Finally, the efficiency of the presented method is verified through a case study from the food supply chain.

Keywords

, Bayesian BWM, chance constraint, closed-loop supply chain, reliability, internet of things
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@article{paperid:1099260,
author = {Modares, Azam and Kazemi, Mostafa and Bafandegan Emroozi, Vahideh and Roozkhosh, Pardis},
title = {A new supply chain design to solve supplier selection based on internet of things and delivery reliability},
journal = {Journal of Industrial and Management Optimization},
year = {2023},
volume = {19},
number = {11},
month = {November},
issn = {1547-5816},
pages = {7993--8028},
numpages = {35},
keywords = {Bayesian BWM; chance constraint; closed-loop supply chain; reliability; internet of things},
}

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%0 Journal Article
%T A new supply chain design to solve supplier selection based on internet of things and delivery reliability
%A Modares, Azam
%A Kazemi, Mostafa
%A Bafandegan Emroozi, Vahideh
%A Roozkhosh, Pardis
%J Journal of Industrial and Management Optimization
%@ 1547-5816
%D 2023

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