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The Shortest-Path Problem : Analysis and Comparison of Methods / by Hector Ortega-Arranz, Arturo Gonzalez-Escribano, Diego R. Llanos

By: Ortega-Arranz, Hector, autor
Contributor(s): Gonzalez-Escribano, Arturo, autor | Llanos, Diego R., autor
Material type: materialTypeLabelE-bookSeries: (Synthesis Lectures on Theoretical Computer Science, 2376-9726).Publisher: Cham : Springer International Publishing, 2015Edition: 1st edition 2015.Description: 1 recurso en línea (XV, 71 páginas).ISBN: 9783031025747.Subject: Grafos, Teoría de | Algoritmos computacionalesOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
List of Figures -- List of Tables -- Acknowledgments -- Introduction -- Graph Theory Basics -- Classical Algorithms -- Hierarchical Preprocessing-Dependent Approaches -- Non-Hierarchical Preprocessing-Dependent Approaches -- Analysis and Comparison of Approaches -- Conclusions -- Bibliography -- Authors' Biographies .
Summary: Many applications in different domains need to calculate the shortest-path between two points in a graph. In this paper we describe this shortest path problem in detail, starting with the classic Dijkstra's algorithm and moving to more advanced solutions that are currently applied to road network routing, including the use of heuristics and precomputation techniques. Since several of these improvements involve subtle changes to the search space, it may be difficult to appreciate their benefits in terms of time or space requirements. To make methods more comprehensive and to facilitate their comparison, this book presents a single case study that serves as a common benchmark. The paper also compares the search spaces explored by the methods described, both from a quantitative and qualitative point of view, and including an analysis of the number of reached and settled nodes by different methods for a particular topology. Table of Contents: List of Figures / List of Tables / Acknowledgments / Introduction / Graph Theory Basics / Classical Algorithms / Hierarchical Preprocessing-Dependent Approaches / Non-Hierarchical Preprocessing-Dependent Approaches / Analysis and Comparison of Approaches / Conclusions / Bibliography / Authors' Biographies.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA166.245 2015 EB (Browse shelf(Opens below)) Acceso electrónico eBook.01112798
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List of Figures -- List of Tables -- Acknowledgments -- Introduction -- Graph Theory Basics -- Classical Algorithms -- Hierarchical Preprocessing-Dependent Approaches -- Non-Hierarchical Preprocessing-Dependent Approaches -- Analysis and Comparison of Approaches -- Conclusions -- Bibliography -- Authors' Biographies .

Many applications in different domains need to calculate the shortest-path between two points in a graph. In this paper we describe this shortest path problem in detail, starting with the classic Dijkstra's algorithm and moving to more advanced solutions that are currently applied to road network routing, including the use of heuristics and precomputation techniques. Since several of these improvements involve subtle changes to the search space, it may be difficult to appreciate their benefits in terms of time or space requirements. To make methods more comprehensive and to facilitate their comparison, this book presents a single case study that serves as a common benchmark. The paper also compares the search spaces explored by the methods described, both from a quantitative and qualitative point of view, and including an analysis of the number of reached and settled nodes by different methods for a particular topology. Table of Contents: List of Figures / List of Tables / Acknowledgments / Introduction / Graph Theory Basics / Classical Algorithms / Hierarchical Preprocessing-Dependent Approaches / Non-Hierarchical Preprocessing-Dependent Approaches / Analysis and Comparison of Approaches / Conclusions / Bibliography / Authors' Biographies.

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