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Autor(en): 
  • Amnon Meisels
  • Distributed Search by Constrained Agents: Algorithms, Performance, Communication 
     

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


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Dezember 2007  
    Genre:  EDV / Informatik 
     
    Algorithm Analysis and Problem Complexity / Algorithmen und Datenstrukturen / Algorithms / Algorithms & data structures / Artificial Intelligence / B / computer science / Data Warehousing
    ISBN:  9781848000391 
    EAN-Code: 
    9781848000391 
    Verlag:  Springer EN 
    Einband:  Gebunden  
    Sprache:  English  
    Serie:  Advanced Information and Knowledge Processing  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Gewicht:  1140 gr 
    Seiten:  216 
    Illustration:  XX, 216 p. 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    Agent technology is evolving as a leading field of research connected to diverse areas such as A.I., E-commerce, robotics and information retrieval. Agents systems use reasoning and constraint-based reasoning that has a wide potential for representing multiple types of problems. A fundamental building block within all these areas is the ability to perform search and an inherent part of all agents must therefore relate to distributed and cooperative methods of search.

    This book presents a comprehensive discussion on the field of distributed constraints, its algorithms and its active research areas. It introduces distributed constraint satisfaction and optimization problems and proceeds to present a complete state-of-the-art in DisCSP & DisCOP research. The presentation assumes no prior knowledge of constraints or distributed constraints.

    Features and topics:

    . Introduces in great detail search algorithms for DisCSPs and DisCOPs

    . Presents a comprehensive study of distributed performance measures for all algorithms, allowing an extensive experimental evaluation to be constructed

    . Addresses potential problems following current research on DisCSPs and DisCOPs

    . Discusses the impact of communication quality on distributed search (for example message delays)

    . Describes the most significant recent research in the field of distributed constraints satisfaction and optimization, including its difficulties

    This exposition of the many elements of distributed search algorithms for DisCSPs and DisCOPs will be a research asset and an invaluable read for researchers and graduate students who focus on distributed CSPs and COPs. In addition, the book's comprehensiveness and style make it an ideal tool for a graduate course on distributed search in AI.

    Professor Amnon Meisels has an active research group who have worked in distributed constraints fora number of years and has published extensively in the field. He is a member of the Department of Computer Science at Ben-Gurion University, Beer-Sheva, Israel.

      
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