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Beskrivning
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.
Produktinformation
Utgivningsdatum:2025-04-30
Mått:168 x 240 x 20 mm
Vikt:798 g
Format:Häftad
Språk:Engelska
Antal sidor:366
Förlag:Springer Fachmedien Wiesbaden
ISBN:9783658465094
Originaltitel:Modellierung komplexer Prozesse durch naturanaloge Verfahren
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.
Innehållsförteckning
Bottom-up models, complex systems, and nature-analogous methods of AI and AL.- Self-organizing systems: cellular automata, Boolean networks, and neighborhood generating algorithms.- The modeling of adaptive processes through evolutionary algorithms.- Modeling learning systems through neural networks.- Modeling the imprecise: fuzzy set theory and fuzzy logic.- Hybridizations of the basic models.- Summary and perspectives.