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A multi-stage decision framework for managing hazardous waste logistics with random release dates

  • Saeed Tasouji Hassanpour
  • , Ginger Y. Ke
  • , Jiahong Zhao*
  • , David M. Tulett
  • *Corresponding author for this work
  • Memorial University of Newfoundland
  • Guangdong University of Technology

Research output: Contribution to journalArticlepeer-review

10 Citations (Scopus)

Abstract

This research develops a multi-stage decision framework for a three-tier collection network for hazardous waste considering random release dates. Applying a cost-based clustering approach, the first stage decisions involve locating the transfer stations and allocating generation nodes to the chosen facilities. The corresponding results, along with a subjective risk-aversion concept and estimated release dates, are utilized to generate an a priori collection plan, which can be further revised once the actual release dates are realized. We performed sensitivity analyses on important model elements, including the subjective risk-aversion parameter and vehicle capacity for collection tours. Our findings indicate that depending on the subjective perspective of the collector, deviations from the original scheduled plan can be a positive or negative phenomenon. For an optimistic decision-maker, adaption to the realized deviations necessitates accepting additional total risk. On the other hand, a pessimistic decision-maker is more likely to benefit from deviations. The findings can provide relevant authorities with practical and realistic strategic and operational decisions.

Original languageEnglish
Article number120750
JournalExpert Systems with Applications
Volume232
DOIs
Publication statusPublished - 1 Dec 2023
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2023 Elsevier Ltd

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Keywords

  • Hazardous waste
  • Location–routing–inventory problem
  • Multi-stage decision-making
  • Random release date
  • Risk-aversion

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