Modeling Complex Processes Through Nature-Analogous Methods

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80,24 

Artificial Intelligence and Artificial Life

ISBN: 3658465093
ISBN 13: 9783658465094
Autor: Klüver, Christina/Klüver, Jürgen/Schmidt, Jörn
Verlag: Springer Verlag GmbH
Umfang: xii, 366 S., 91 s/w Illustr., 114 farbige Illustr., 366 p. 205 illus., 114 illus. in color.
Erscheinungsdatum: 30.04.2025
Auflage: 1/2025
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 4616944 Kategorie:

Beschreibung

This book is an introduction to nature-analogous techniques and related formal methods. For each technique, application examples are provided. It covers cellular automata and Boolean networks, evolutionary algorithms, as well as simulated annealing, fuzzy methods, neural networks, and finally hybrid systems, i.e., combinations of various techniques. Based on the theory of complex dynamic systems, theoretical foundations are also presented, and the similarities of these seemingly very heterogeneous techniques are pointed out. The edition has been revised and expanded with current trends such as ChatGPT.

Autorenporträt

PD Dr. Christina Klüver, Prof. Dr. Jürgen Klüver, and Dr. Jörn Schmidt form the research group COBASC (Computer Based Analysis of Social Complexity). They developed numerous computer programs for the simulation and analysis of complex processes.

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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