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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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 |
work_keys_str_mv |
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