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Intelligent GIS-based Decision Support System for Bus Routing Problem: Intelligent GIS-based DSS for Solving SBRP - Couverture souple
Synopsis
The school bus routing problem (SBRP) is a central issue in transportation planning and optimization systems. SBRP seeks to plan an efficient schedule for a fleet of school buses where each bus picks up students from various bus stops and delivers them to their designated schools while satisfying various constraints such as the bus capacity. Due to its complexity, many heuristics have been proposed to solve this combinatorial problem in an effective way. In this book, geographic information systems (GIS)-based decision-making framework that combines GIS, clustering techniques, network cutting techniques, and a hybrid ant colony optimization metaheuristic with the iterated Lin–Kernighan local improvement heuristic is proposed for solving the SBRP as a split delivery vehicle routing problem (SDVRP). Experiments were conducted for evaluating the proposed framework by comparing the results from it and Arc-GIS 9.2 Network Analyst which uses the greedy Dijkstra’s algorithm. The reported results of the proposed framework generally outperform that of the ArcGIS. IIn addition, the proposed decision-making framework was applied to solve a real life SBRP to demonstrate its application.
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Présentation de l'éditeur
The school bus routing problem (SBRP) is a central issue in transportation planning and optimization systems. SBRP seeks to plan an efficient schedule for a fleet of school buses where each bus picks up students from various bus stops and delivers them to their designated schools while satisfying various constraints such as the bus capacity. Due to its complexity, many heuristics have been proposed to solve this combinatorial problem in an effective way. In this book, geographic information systems (GIS)-based decision-making framework that combines GIS, clustering techniques, network cutting techniques, and a hybrid ant colony optimization metaheuristic with the iterated Lin–Kernighan local improvement heuristic is proposed for solving the SBRP as a split delivery vehicle routing problem (SDVRP). Experiments were conducted for evaluating the proposed framework by comparing the results from it and Arc-GIS 9.2 Network Analyst which uses the greedy Dijkstra’s algorithm. The reported results of the proposed framework generally outperform that of the ArcGIS. IIn addition, the proposed decision-making framework was applied to solve a real life SBRP to demonstrate its application.
Biographie de l'auteur
AbdelMonaem Fouad Moustafa AbdAllah, B.Sc. of Information Systems and Technology, and MSc. in Information Systems, Faculty of Computers and Informatics, Zagazig University, Egypt, 2005, 2010 respectively. Research interests: Geographic Information System (GIS), Metaheuristics (Genetic Algorithm (GA)), Routing Problems.
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- ÉditeurLAP LAMBERT Academic Publishing
- Date d'édition2012
- ISBN 10 3659226300
- ISBN 13 9783659226304
- ReliureBroché
- Langueanglais
- Nombre de pages124
- Coordonnées du fabricantnon disponible
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Intelligent GIS-based Decision Support System for Bus Routing Problem
Edité par
LAP LAMBERT Academic Publishing, 2012
ISBN 10 : 3659226300
ISBN 13 : 9783659226304
Neuf
Couverture souple
Vendeur : moluna, Greven, Allemagne
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: AbdAllah AbdelMonaemAbdelMonaem Fouad Moustafa AbdAllah, B.Sc. of Information Systems and Technology, and MSc. in Information Systems, Faculty of Computers and Informatics, Zagazig University, Egypt, 2005, 2010 respectively. Research. N° de réf. du vendeur 5141213
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Intelligent GIS-Based Decision Support System for Bus Routing Problem
Edité par
VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2012
ISBN 10 : 3659226300
ISBN 13 : 9783659226304
Neuf
Couverture souple
Vendeur : Books Puddle, New York, NY, Etats-Unis
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Etat : New. pp. 124. N° de réf. du vendeur 26128777800
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Intelligent GIS-Based Decision Support System for Bus Routing Problem
Edité par
VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2012
ISBN 10 : 3659226300
ISBN 13 : 9783659226304
Neuf
Couverture souple
Vendeur : Majestic Books, Hounslow, Royaume-Uni
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Etat : New. Print on Demand pp. 124 2:B&W 6 x 9 in or 229 x 152 mm Perfect Bound on Creme w/Gloss Lam. N° de réf. du vendeur 131809687
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Image d'archives
Intelligent GIS-Based Decision Support System for Bus Routing Problem
Edité par
VDM Verlag Dr. Mueller Aktiengesellschaft & Co. KG, 2012
ISBN 10 : 3659226300
ISBN 13 : 9783659226304
Neuf
Couverture souple
Vendeur : Biblios, Frankfurt am main, HESSE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Etat : New. PRINT ON DEMAND pp. 124. N° de réf. du vendeur 18128777794
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Intelligent GIS-based Decision Support System for Bus Routing Problem: Intelligent GIS-based DSS for Solving SBRP
Edité par
LAP LAMBERT Academic Publishing, 2012
ISBN 10 : 3659226300
ISBN 13 : 9783659226304
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Paperback
Vendeur : Mispah books, Redhill, SURRE, Royaume-Uni
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Paperback. Etat : Like New. Like New. book. N° de réf. du vendeur ERICA79636592263006
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