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Optimization of Rich Vehicle Routing Problem Using Heuristic Algorithm: Design and Development - Softcover

 
9783639710823: Optimization of Rich Vehicle Routing Problem Using Heuristic Algorithm: Design and Development

Synopsis

This book is a comprehensive introduction to the design and development of heuristic algorithm that could be used for solving rich Vehicle Routing Problem (VRP). VRP relates to the problem of providing optimum service with a fleet of vehicles to customers. It is a combinatorial optimization problem. The objective is usually to maximize the profit of the operation. However, for public transportation owned and operated by government, accessibility takes priority over profitability. Accessibility usually reduces profit, while increasing profit tends to reduce accessibility. In this research, we look at how accessibility can be increased without penalizing the profitability. This requires the determination of routes with minimum fuel consumption, maximum number of ports of call and maximum load factor satisfying a number of pre-determined constraints, i.e. hard and soft constraints. The hard constraints are travel time, travel distance and the restriction that a route must contain at least one fuel port. Soft constraints concerns with ship draft and load factor.

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From the Author

I was using C ++ and JAVA to solve the problem, please contact me if you are need it.

About the Author

He did MSc (IT). at Department of Artificial Intelligence (AI) in Technical University UTeM Malacca, and PhD at Department of AI in University of Malaya (Malaysia). His main research interests include the application of AI in the domains of GA, fuzzy, expert system and applied for transportation, controller and multi-objective optimization.

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  • PublisherScholars' Press
  • Publication date2014
  • ISBN 10 3639710827
  • ISBN 13 9783639710823
  • BindingPaperback
  • LanguageEnglish
  • Number of pages144

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Ismail Yusuf
Published by Scholars' Press Mrz 2014, 2014
ISBN 10: 3639710827 ISBN 13: 9783639710823
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book is a comprehensive introduction to the design and development of heuristic algorithm that could be used for solving rich Vehicle Routing Problem (VRP). VRP relates to the problem of providing optimum service with a fleet of vehicles to customers. It is a combinatorial optimization problem. The objective is usually to maximize the profit of the operation. However, for public transportation owned and operated by government, accessibility takes priority over profitability. Accessibility usually reduces profit, while increasing profit tends to reduce accessibility. In this research, we look at how accessibility can be increased without penalizing the profitability. This requires the determination of routes with minimum fuel consumption, maximum number of ports of call and maximum load factor satisfying a number of pre-determined constraints, i.e. hard and soft constraints. The hard constraints are travel time, travel distance and the restriction that a route must contain at least one fuel port. Soft constraints concerns with ship draft and load factor. 144 pp. Englisch. Seller Inventory # 9783639710823

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Ismail Yusuf
Published by Scholars' Press, 2014
ISBN 10: 3639710827 ISBN 13: 9783639710823
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book is a comprehensive introduction to the design and development of heuristic algorithm that could be used for solving rich Vehicle Routing Problem (VRP). VRP relates to the problem of providing optimum service with a fleet of vehicles to customers. It is a combinatorial optimization problem. The objective is usually to maximize the profit of the operation. However, for public transportation owned and operated by government, accessibility takes priority over profitability. Accessibility usually reduces profit, while increasing profit tends to reduce accessibility. In this research, we look at how accessibility can be increased without penalizing the profitability. This requires the determination of routes with minimum fuel consumption, maximum number of ports of call and maximum load factor satisfying a number of pre-determined constraints, i.e. hard and soft constraints. The hard constraints are travel time, travel distance and the restriction that a route must contain at least one fuel port. Soft constraints concerns with ship draft and load factor. Seller Inventory # 9783639710823

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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Yusuf IsmailHe did MSc (IT). at Department of Artificial Intelligence (AI) in Technical University UTeM Malacca, and PhD at Department of AI in University of Malaya (Malaysia). His main research interests include the application of A. Seller Inventory # 4999313

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Published by Scholars* Press, 2014
ISBN 10: 3639710827 ISBN 13: 9783639710823
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