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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.
Produktinformation
Utgivningsdatum2025-04-30
Mått168 x 240 x 20 mm
Vikt798 g
FormatHäftad
SpråkEngelska
Antal sidor366
FörlagSpringer Fachmedien Wiesbaden
ISBN9783658465094
OriginaltitelModellierung 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.
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.