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Autor(en): 
  • Kay Chen Tan
  • Hussein A. Abbass
  • Jing Liu
  • Evolutionary Computation and Complex Networks 
     

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


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Oktober 2018  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Algorithm Analysis and Problem Complexity / Algorithmen und Datenstrukturen / Algorithms / Algorithms & data structures / B / Communications Engineering, Networks / Computation by Abstract Devices / computer science
    ISBN:  9783319599984 
    EAN-Code: 
    9783319599984 
    Verlag:  Springer EN 
    Einband:  Gebunden  
    Sprache:  English  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Gewicht:  424 gr 
    Seiten:  148 
    Illustration:  XIX, 148 p. 49 illus., 29 illus. in color., schwarz-weiss Illustrationen, farbige 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 book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms.The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks.

    • Brings together the fields of evolutionary computation and complex networks, discussing them both qualitatively and quantitatively;
    • Provides novel and efficient computational problem solving techniques that require little computer memory;
    • Provides the pseudo-codes for the computational methods used in the book to enable readers to adopt the codes to their own problems.

      



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