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Sixth International Conference on Hybrid Intelligent Systems (HIS'06)
Memetic and Genetic Algorithms: A Comparison among Different Approaches to Solve Vehicle Routing Problem with Time Windows
Auckland, New Zealand
December 13-December 15
ISBN: 0-7695-2662-4
Humberto Cesar Brandao de Oliveira, Federal University of Pernambuco, Brazil
Jose Lima Alexandrino, Federal University of Pernambuco, Brazil
Mariane Moreira de Souza, Federal University of Pernambuco, Brazil
This paper presents four different kinds of Evolutionary Algorithms (EA), for the Vehicle Routing Problem with Time Windows. A comparison among four EAs was made in order to investigate approaches such as genetic memory of populations, which avoids the loss of good genetic threads during search process and the hybridization of the EAs through local search, forming Memetic Algorithms.
Citation:
Humberto Cesar Brandao de Oliveira, Jose Lima Alexandrino, Mariane Moreira de Souza, "Memetic and Genetic Algorithms: A Comparison among Different Approaches to Solve Vehicle Routing Problem with Time Windows," his, pp.55, Sixth International Conference on Hybrid Intelligent Systems (HIS'06), 2006
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