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Autor(en): 
  • K. Erciyes
  • Guide to Graph Algorithms: Sequential, Parallel and Distributed 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Mai 2026 - NEU!  
    Genre:  Schulbücher 
     
    Algorithm Analysis and Problem Complexity / Algorithms / Analysis of Graphs / Discrete Mathematics in Computer Science / Diskrete Mathematik / Distributed Graph Algorithms / Graph algorithms / Graph Theory
    ISBN:  9783032052933 
    EAN-Code: 
    9783032052933 
    Verlag:  Springer International Publishing 
    Einband:  Gebunden  
    Sprache:  English  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Seiten:  529 
    Illustration:  XXIII, 529 p. 418 illus., 5 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This clearly structured textbook/reference presents a detailed and comprehensive review of the fundamental principles of sequential graph algorithms, approaches for NP-hard graph problems, approximation algorithms and heuristics for such problems and  implementation of advanced graph structures in machine learning. The work also provides a comparative analysis of sequential, parallel and distributed graph algorithms - including algorithms for big data - and an investigation into the conversion principles between the three algorithmic methods.

    Topics and features:

    • Presents a comprehensive analysis of sequential graph algorithms
    • Offers a unifying view by examining the same graph problem from each of the three paradigms of sequential, parallel and distributed algorithms
    • Describes methods for the conversion between sequential, parallel and distributed graph algorithms
    • Surveys methods for the analysis of large graphs and complex network applications
    • Includes full implementation details for the problems presented throughout the text
    • Surveys advanced graph structures used in artificial intelligence with code examples
    • Reviews graph machine-intelligence methods 

    This practical guide to the design and analysis of graph algorithms is ideal for advanced and graduate students of computer science, electrical and electronic engineering, and bioinformatics. The material covered will also be of value to any researcher familiar with the basics of discrete mathematics, graph theory and algorithms and machine learning.

    Dr. K. Erciyes  is professor of computer engineering at Ya?ar University, Turkey. His other publications include the Springer titles Distributed Graph Algorithms for Computer Networks, Distributed and Sequential Algorithms for Bioinformatics,  and Guide to Distributed Algorithms.

      



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