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

Manylion Llyfryddiaeth
Prif Awduron: Klüver, Christina (Awdur), Klüver, Jürgen (Awdur), Schmidt, Jörn (Awdur)
Awdur Corfforaethol: SpringerLink (Online service)
Crynodeb:XII, 366 p. 205 illus., 114 illus. in color.
text
Iaith:Saesneg
Cyhoeddwyd: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer, 2025.
Rhifyn:1st ed. 2025.
Pynciau:
Mynediad Ar-lein:https://doi.org/10.1007/978-3-658-46510-0
Fformat: Electronig Llyfr
Tabl Cynhwysion:
  • 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.