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portada Capacitated Vehicle Routing Problem
Type
Physical Book
Author
Publisher
Language
English
Pages
76
Format
Paperback
Dimensions
22.9x15.2x0.5 cm
Weight
0.12 kg.
ISBN13
9786202517683
Categories

Capacitated Vehicle Routing Problem

Ibrahim Abdullahi Adinoyi (Author) · LAP Lambert Academic Publishing · Paperback

Capacitated Vehicle Routing Problem - Adinoyi, Ibrahim Abdullahi

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Synopsis "Capacitated Vehicle Routing Problem"

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.

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