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Autor(en): 
  • Andrzej Jankowski
  • Interactive Granular Computations in Networks and Systems Engineering: A Practical Perspective 
     

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


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  August 2018  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Applied Dynamical Systems / Artificial Intelligence / B / complexity / Computational complexity / Computational Intelligence / engineering / Künstliche Intelligenz
    ISBN:  9783319862118 
    EAN-Code: 
    9783319862118 
    Verlag:  Springer EN 
    Einband:  Kartoniert  
    Sprache:  English  
    Serie:  #17 - Lecture Notes in Networks and Systems  
    Dimensionen:  H 235 mm / B 155 mm / D 37 mm 
    Gewicht:  1056 gr 
    Seiten:  654 
    Illustration:  XLIII, 654 p. 137 illus., 102 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:
    The book outlines selected projects conducted under the supervision of the author. Moreover, it discusses signi?cant relations between Interactive Granular Computing (IGrC) and numerous dynamically developing scienti?c domains worldwide, along with features characteristic of the author's approach to IGrC. The results presented are a continuation and elaboration of various aspects of Wisdom Technology, initiated and developed in cooperation with Professor Andrzej Skowron.

    Based on the empirical findings from these projects, the author explores the following areas:
     (a) understanding the causes of the theory and practice gap problem (TPGP) in complex systems engineering (CSE);(b) generalizing computing models of complex adaptive systems (CAS) (in particular, natural computing models) by constructing an interactive granular computing (IGrC) model of networks of interrelated interacting complex granules (c-granules), belonging to a single agent and/or to a group of agents;

    (c) developing methodologies based on the IGrC model to minimize the negative consequences of the TPGP.

     The book introduces approaches to the above issues, using the proposed IGrC model. In particular, the IGrC model refers to the key mechanisms used to control the processes related to the implementation of CSE projects.

     One of the main aims was to develop a mechanism of IGrC control over computations that model a project's implementation processes to maximize the chances of its success, while at the same time minimizing the emerging risks. In this regard, the IGrC control is usually performed by means of properly selected and enforced (among project participants) project principles. These principles constitute examples of c-granules, expressed by complex vague concepts (represented by c-granules too). The c-granules evolve with time (in particular, the meaning of the concepts is also subject of change). This methodology is illustrated using projectprinciples applied by the author during the implementation of the POLTAX, AlgoTradix, Merix, and Excavio projects outlined in the book.

      



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