Literature DB >> 30761957

Developing an applied algorithm for multi-trip vehicle routing problem with time windows in urban waste collection: A case study.

Erfan Babaee Tirkolaee1,2, Parvin Abbasian3, Mehdi Soltani4, Seyed Ali Ghaffarian5.   

Abstract

This paper studies a multi-trip vehicle routing problem with time windows specifically related to urban waste collection. Urban waste collection is one of the municipal activities with large costs and has many practical difficulties. In other words, waste collection and disposal is a costly task due to high operating expenses (fuel, maintenance, recycling, manpower, etc.) and small improvements in this field can result in tremendous savings on municipal expenditure. In the raised problem, the goal is to minimize total cost including traversing cost, vehicle employment cost, and exit penalty from permissible time windows. In this problem, the waste is deposited at the points indicating the demand nodes, in which each demand shows the volume of generated waste. Considering multiple trips for vehicles and time windows are the most critical features of the problem, so that the priorities of serving some specific places such as hospitals can be observed. Since vehicle routing problems (VRP) belongs to NP-hard problems, an efficient simulated annealing (SA) is proposed to solve the problem. The computational results show that our proposed algorithm has a great performance in a short computational time in comparison with the CPLEX solver. Finally, in order to demonstrate the applicability of the model, a case study is analyzed in Iran, and the optimal policies are presented.

Keywords:  CPLEX solver; Vehicle routing problem; multiple trips; simulated annealing; time windows; urban waste collection

Mesh:

Year:  2019        PMID: 30761957     DOI: 10.1177/0734242X18807001

Source DB:  PubMed          Journal:  Waste Manag Res


  4 in total

1.  Application of MCAT to provide multi-objective optimization model for municipal waste management system.

Authors:  Gita Farzaneh; Nematollah Khorasani; Jamal Ghodousi; Mostafa Panahi
Journal:  J Environ Health Sci Eng       Date:  2021-09-02

2.  Variable Neighborhood Search for Multi-Cycle Medical Waste Recycling Vehicle Routing Problem with Time Windows.

Authors:  Wanting Zhang; Ming Zeng; Peng Guo; Kun Wen
Journal:  Int J Environ Res Public Health       Date:  2022-10-08       Impact factor: 4.614

3.  Optimization and incorporating of green traffic for dynamic vehicle routing problem with perishable products.

Authors:  Reza Zakaryaei Talouki; Nikbakhsh Javadian; Mohammad Mehdi Movahedi
Journal:  Environ Sci Pollut Res Int       Date:  2021-03-10       Impact factor: 4.223

4.  Metaheuristic Algorithms Based on Compromise Programming for the Multi-Objective Urban Shipment Problem.

Authors:  Tung Son Ngo; Jafreezal Jaafar; Izzatdin Abdul Aziz; Muhammad Umar Aftab; Hoang Giang Nguyen; Ngoc Anh Bui
Journal:  Entropy (Basel)       Date:  2022-03-09       Impact factor: 2.524

  4 in total

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