The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection
Waste collection is a highly visible municipal service that involves large expenditures and difficult operational problems. In addition, it is expensive to operate in terms of investment costs (i.e. vehicles fleet), operational costs (i.e. fuel and maintenances) so that generating small improvements...
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Ayandegan Institute of Higher Education, Iran
2015-03-01
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doaj-0ce9365c68814ee6afa7dcf3510e12382021-10-02T19:01:01ZengAyandegan Institute of Higher Education, IranJournal of Applied Research on Industrial Engineering2538-51002015-03-01216476The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste CollectionPayam Khosravi 0Mehdi Alinaghian1Seyed Mojtaba Sajadi2Erfan Babaee Tirkolaee 3Department of industrial engineering, Faculty of Engineering, Najafabad Branch, Islamic Azad University, Najafabad, Isfahan, IranDepartment of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, IranFaculty of Entrepreneurship, University of Tehran,1439813141, Tehran, IranDepartment of Industrial Engineering, Istinye University, Istanbul, TurkeyWaste collection is a highly visible municipal service that involves large expenditures and difficult operational problems. In addition, it is expensive to operate in terms of investment costs (i.e. vehicles fleet), operational costs (i.e. fuel and maintenances) so that generating small improvements in this area can lead to huge savings in municipal expenditures. Among the issues raised in the process of decisions making by managers and associated policy makers, one can point to determining the optimal weekly policies of waste collection. In this paper, the periodic capacitated arc routing problem (PCARP)in mobile disposal sites is described and the authors seek to determine the optimal routes of required edges (streets or alleys) per week, number and location of mobile disposal sites, and the number of required vehicles. We present two simulated annealing algorithms, which are different in cooling schedule and number of iterations of each temperature. To evaluate the performance of these algorithms on small-sized problems, the solver “CPLEX"in application “GAMS” is used. The experimental results show that the presented algorithms have appropriate performance and a reasonable time range.http://www.journal-aprie.com/article_42992.htmlperiodic arc routingmobile disposal siteswaste collectionsimulated annealing algorithmrequired edges |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Payam Khosravi Mehdi Alinaghian Seyed Mojtaba Sajadi Erfan Babaee Tirkolaee |
spellingShingle |
Payam Khosravi Mehdi Alinaghian Seyed Mojtaba Sajadi Erfan Babaee Tirkolaee The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection Journal of Applied Research on Industrial Engineering periodic arc routing mobile disposal sites waste collection simulated annealing algorithm required edges |
author_facet |
Payam Khosravi Mehdi Alinaghian Seyed Mojtaba Sajadi Erfan Babaee Tirkolaee |
author_sort |
Payam Khosravi |
title |
The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection |
title_short |
The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection |
title_full |
The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection |
title_fullStr |
The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection |
title_full_unstemmed |
The Periodic Capacitated Arc Routing Problem with Mobile Disposal Sites Specified for Waste Collection |
title_sort |
periodic capacitated arc routing problem with mobile disposal sites specified for waste collection |
publisher |
Ayandegan Institute of Higher Education, Iran |
series |
Journal of Applied Research on Industrial Engineering |
issn |
2538-5100 |
publishDate |
2015-03-01 |
description |
Waste collection is a highly visible municipal service that involves large expenditures and difficult operational problems. In addition, it is expensive to operate in terms of investment costs (i.e. vehicles fleet), operational costs (i.e. fuel and maintenances) so that generating small improvements in this area can lead to huge savings in municipal expenditures. Among the issues raised in the process of decisions making by managers and associated policy makers, one can point to determining the optimal weekly policies of waste collection. In this paper, the periodic capacitated arc routing problem (PCARP)in mobile disposal sites is described and the authors seek to determine the optimal routes of required edges (streets or alleys) per week, number and location of mobile disposal sites, and the number of required vehicles. We present two simulated annealing algorithms, which are different in cooling schedule and number of iterations of each temperature. To evaluate the performance of these algorithms on small-sized problems, the solver “CPLEX"in application “GAMS” is used. The experimental results show that the presented algorithms have appropriate performance and a reasonable time range. |
topic |
periodic arc routing mobile disposal sites waste collection simulated annealing algorithm required edges |
url |
http://www.journal-aprie.com/article_42992.html |
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