A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection

Producing various types of waste and related environmental problems, has faced urban management with many problems in the areas like: collection, transportation and waste disposal. Applying a good way to reduce the costs of collecting waste seems necessary, because collection and transportation of t...

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Main Authors: Hamid Shahbandarzadeh, Mohammad Hassan Najmi, Alireza Ataei
Format: Article
Language:fas
Published: University of Tehran 2017-04-01
Series:مدیریت صنعتی
Subjects:
Online Access:https://imj.ut.ac.ir/article_63903_7f2fa2c42e9c57953ccc54c51204716b.pdf
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spelling doaj-fb4db046901d4172b7e77558b2b61a1d2020-11-25T01:36:36ZfasUniversity of Tehranمدیریت صنعتی2008-58852423-53692017-04-019114716610.22059/imj.2017.217587.100712463903A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage CollectionHamid Shahbandarzadeh0Mohammad Hassan Najmi1Alireza Ataei2Associate Prof. of Industrial Engineering, Persian Gulf University, Bushehr, IranMSc Student of Industrial Engineering, Persian Gulf University, Bushehr, IranAssistant Prof., Faculty of Science, Numerical Analysis, Persian Gulf University, Bushehr, IranProducing various types of waste and related environmental problems, has faced urban management with many problems in the areas like: collection, transportation and waste disposal. Applying a good way to reduce the costs of collecting waste seems necessary, because collection and transportation of the waste needs allocation of a significant part of garbage management budget. In the present study, a mathematical model is presented for waste collection by which we can reduce the costs of collecting the waste by minimizing the distance for the trucks. The model is flexible enough to manage collecting the waste of a node in different separate times.  Then, some small-scale issues were solved using CPLEX software and meta-heuristic algorithm and the results were compared. The data for the case study were collected and the meta-heuristic algorithm was used to determine the vehicle schedule. Finally, a mathematical model was used to decide about the number of vehicles requiredhttps://imj.ut.ac.ir/article_63903_7f2fa2c42e9c57953ccc54c51204716b.pdfCapacitated vehicle routing problem time windowsgarbage collectionSimulated annealing algorithmurban management
collection DOAJ
language fas
format Article
sources DOAJ
author Hamid Shahbandarzadeh
Mohammad Hassan Najmi
Alireza Ataei
spellingShingle Hamid Shahbandarzadeh
Mohammad Hassan Najmi
Alireza Ataei
A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection
مدیریت صنعتی
Capacitated vehicle routing problem time windows
garbage collection
Simulated annealing algorithm
urban management
author_facet Hamid Shahbandarzadeh
Mohammad Hassan Najmi
Alireza Ataei
author_sort Hamid Shahbandarzadeh
title A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection
title_short A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection
title_full A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection
title_fullStr A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection
title_full_unstemmed A Mathematical Model Based on Capacitated Vehicle Routing Problem with Time Lapses for Garbage Collection
title_sort mathematical model based on capacitated vehicle routing problem with time lapses for garbage collection
publisher University of Tehran
series مدیریت صنعتی
issn 2008-5885
2423-5369
publishDate 2017-04-01
description Producing various types of waste and related environmental problems, has faced urban management with many problems in the areas like: collection, transportation and waste disposal. Applying a good way to reduce the costs of collecting waste seems necessary, because collection and transportation of the waste needs allocation of a significant part of garbage management budget. In the present study, a mathematical model is presented for waste collection by which we can reduce the costs of collecting the waste by minimizing the distance for the trucks. The model is flexible enough to manage collecting the waste of a node in different separate times.  Then, some small-scale issues were solved using CPLEX software and meta-heuristic algorithm and the results were compared. The data for the case study were collected and the meta-heuristic algorithm was used to determine the vehicle schedule. Finally, a mathematical model was used to decide about the number of vehicles required
topic Capacitated vehicle routing problem time windows
garbage collection
Simulated annealing algorithm
urban management
url https://imj.ut.ac.ir/article_63903_7f2fa2c42e9c57953ccc54c51204716b.pdf
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