Modeling Complex Processes Through Nature-Analogous Methods : Artificial Intelligence and Artificial Life

2025 ed.

by Christina Kluver , Jorn Schmidt , Jurgen Kluver

Book Details

Format Paperback / Softback

ISBN-10 3658465093

ISBN-13 9783658465094

Edition 2025 ed.

Publisher Springer

Imprint Springer

Country of Manufacture GB

Country of Publication GB

Publication Date Apr 30th, 2025

Print length 366 Pages

Weight 798 grams

Dimensions 16.70 x 24.10 x 2.00 cms

Product Classification: Automatic control engineering Artificial intelligence

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This book is an introduction to nature-analogous techniques and related formal methods. 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.

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.

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