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Regional Location Routing Problem for Waste Collection Using Hybrid Genetic Algorithm-Simulated Annealing

  • Vincent F. Yu
  • , Grace Aloina
  • , Hadi Susanto
  • , Mohammad Khoirul Effendi
  • , Shih Wei Lin*
  • *Corresponding author for this work
  • National Taiwan University of Science and Technology
  • Institut Teknologi Sepuluh Nopember
  • Chang Gung University
  • Ming Chi University of Technology
  • Chang Gung Memorial Hospital

Research output: Contribution to journalJournal Article peer-review

26 Scopus citations

Abstract

Municipal waste management has become a challenging issue with the rise in urban pop-ulations and changes in people’s habits, particularly in developing countries. Moreover, government policy plays an important role associated with municipal waste management. Thus, this research proposes the regional location routing problem (RLRP) model and multi-depot regional location routing problem (MRLRP) model, which are extensions of the location routing problem (LRP), to provide a better municipal waste collection process. The model is constructed to cover the minimum number of depot facilities’ policy requirements for each region due to government policy, i.e., the large-scale social restrictions in each region. The goal is to determine the depot locations in each region and the vehicles’ routes for collecting waste to fulfill inter-regional independent needs at a minimum total cost. This research conducts numerical examples with actual data to illustrate the model and implements a hybrid genetic algorithm and simulated annealing optimization to solve the problem. The results show that the proposed method efficiently solves the RLRP and MRLRP.

Original languageEnglish
Article number2131
JournalMathematics
Volume10
Issue number12
DOIs
StatePublished - 01 06 2022
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2022 by the authors. Licensee MDPI, Basel, Switzerland.

UN SDGs

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

  1. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities
  2. SDG 12 - Responsible Consumption and Production
    SDG 12 Responsible Consumption and Production

Keywords

  • genetic algorithm
  • multi-depot
  • regional location routing problem
  • simulated annealing
  • waste collection

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