An efficient parallel genetic algorithm solution for vehicle routing problem in cloud implementation of the intelligent transportation systems

An efficient parallel genetic algorithm solution for vehicle routing problem in cloud implementation of the intelligent transportation systems

Abstract A novel parallelization method of genetic algorithm (GA) solution of the Traveling Salesman Problem (TSP) is presented. The proposed method can considerably accelerate the solution of the equivalent TSP of many complex vehicle routing problems (VRPs) in the cloud implementation of intellige...

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Bibliographic Details
Main Authors: Mahdi Abbasi, Milad Rafiee, Mohammad R. Khosravi, Alireza Jolfaei, Varun G. Menon, Javad Mokhtari Koushyar
Format: Article
Language:English
Published: SpringerOpen 2020-02-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Vehicle routing
Cloud computing
Genetic algorithm
Transportation systems
Parallel
Online Access:https://doi.org/10.1186/s13677-020-0157-4

Internet

https://doi.org/10.1186/s13677-020-0157-4

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