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Capacitated Vehicle Routing Problem - Ibrahim Abdullahi Adinoyi

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2020-03-26
37,58 € 62,64 €

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Saadetis 12-18 tööpäeva jooksul

30-päevane tagastamisõigus

Cost of transportation of goods and services is an interesting topic in today's society. Capacitated vehicle routing problem is one of the variants of the vehicle routing problem. In this research we develop a machine learning technique to nd optimal paths from a depot to the set of customers while also considering the capacity of the vehicles, in order to reduce the cost of transportation of goods and serv ... Täielik kirjeldus

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Kirjeldus

Cost of transportation of goods and services is an interesting topic in today's society. Capacitated vehicle routing problem is one of the variants of the vehicle routing problem. In this research we develop a machine learning technique to nd optimal paths from a depot to the set of customers while also considering the capacity of the vehicles, in order to reduce the cost of transportation of goods and services. Each vehicle originates from a depot, service the customers and return to the depot. We compare the machine learning model with an exact method; column generation. Our objective is to solve a large-size of vehicle routing problem to optimality.

Lisateave

Autor Ibrahim Abdullahi Adinoyi
Kirjastaja LAP LAMBERT Academic Publishing
Väljalaskeaasta 2020
Kaanetüüp Pehme kaanega
EAN 9786202517683
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37,58 € 62,64 €