Neutrosophic Sets and Systems (Sep 2023)

An Effective Decision-Making Framework for Evaluating the Intelligent Logistics Development Scenarios Performance

  • Karam M. Sallam,
  • Amr A. Abohany,
  • Ahmed Salem,
  • Reda M Hussien

DOI
https://doi.org/10.5281/zenodo.8271388
Journal volume & issue
Vol. 57
pp. 306 – 317

Abstract

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This research was conducted with the intention of determining which scenario for the construction of an intelligent reverse logistics system had the most potential for success. This selection would then be used as a reference point for decision-making throughout the process of constructing environmentally friendly closed supply chains and circular economies. The research includes the definition of four different development scenarios, each of which is then reviewed by representatives of the key stakeholders based on a comprehensive list of eight sub-indicators that are categorized under the four primary dimensions. In order to tackle the issue that was specified, a brand new multi-criteria decision-making (MCDM) framework was constructed. This model included using the Combinative Distance based Assessment (CODAS) technique in a neutrosophic environment and applying the type-2 neutrosophic numbers (T2NNs). The utilization of the developed framework led to the identification of the scenario that optimally reconciles the widespread implementation of Industry 4.0 technologies with the requisite resources.

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