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Using the metaheuristic methods for real-time optimisation of dynamic school bus routing problem and an application

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dc.creator YİĞİT, Tuncay
dc.creator Deperlioglu, Omer
dc.creator UNSAL, Ozkan
dc.date 2017-12-31T21:00:00Z
dc.date.accessioned 2020-10-06T10:32:43Z
dc.date.available 2020-10-06T10:32:43Z
dc.identifier 76a4b849-d63c-4135-b615-867cb75385ed
dc.identifier 10.1504/ijbic.2017.10004333
dc.identifier https://avesis.sdu.edu.tr/publication/details/76a4b849-d63c-4135-b615-867cb75385ed/oai
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/63753
dc.description The vehicle routing problem (VRP) is an optimisation issue that has been studied for more than 50 years with its numerous subfields. The optimisation of VRP over distribution and transportation systems leads to significant gains in cost and time. There are many metaheuristic methods developed for the solution of the problem; and it was observed that metaheuristic methods prove to produce more successful results compared to common heuristic methods. In this study, a mobile-supported visual application was developed using ant colony optimisation (ACO) and genetic algorithm (GA), which are among the metaheuristic methods for the dynamic school bus routing problem (DSBRP), one of the sub-problems of VRP. The ACO and GA methods were utilised via the application for bus routes of a school located in the province of Ankara and the performance of these methods were compared through the obtained results. It was observed that time and distance values of the routes of current school bus routes may be improved by these two methods.
dc.language eng
dc.rights info:eu-repo/semantics/closedAccess
dc.title Using the metaheuristic methods for real-time optimisation of dynamic school bus routing problem and an application
dc.type info:eu-repo/semantics/article


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