Localized Genetic Algorithm for the Vehicle Routing Problem : Standardization of Divide and Conquer Strategies, Computational Comparison Rules and Complexity Estimation

Language: English

Published by LAP LAMBERT Academic Publishing, 2010

383836807X / 9783838368078

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book identifies some problems, the genetic algorithm GA is facing in the area of vehicle routing problem VRP and proposes various methods to address those problems. Those problems arise from unavailability of suitable chromosomal representation and evaluation schemes of the GA for the VRP. They have problems of high computational cost, illegal chromosomes and wrong fitness assignment. These problems are addressed by several new proposed schemes namely Self Imposed Constraints evaluation scheme, Contour and Reverse Contour evaluation scheme and Order Skiping evaluation scheme, which are specifically tailored for various problems, objectives and situations. Apart from this Localized Optimization Framework is introduced,which standardizes divide and conquer strategies. Genetic Algorithm is used in this framework to be called as Localized Genetic Algorithm. Lastly, a standard unit for computational comparison i.e., Bellman's Evaluation Units BEUs, is also introduced to facilitate computational comparisons for future researchers. Furthermore computational complexity estimation is also modelled to estimate computational time without actual experimentation. …

Seller Inventory # 9783838368078

Title
Localized Genetic Algorithm for the Vehicle Routing Problem : Standardization of Divide and Conquer Strategies, Computational Comparison Rules and Complexity Estimation
Author
Ziauddin Ursani
Publisher
LAP LAMBERT Academic Publishing
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
383836807X
ISBN 13
9783838368078
Item weight
506 grams
Dimensions
220x150x21 mm

AHA-BUCH GmbH

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