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

書誌詳細
主要な著者: Klüver, Christina (著者), Klüver, Jürgen (著者), Schmidt, Jörn (著者)
団体著者: SpringerLink (Online service)
要約:XII, 366 p. 205 illus., 114 illus. in color.
text
言語:英語
出版事項: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer, 2025.
版:1st ed. 2025.
主題:
オンライン・アクセス:https://doi.org/10.1007/978-3-658-46510-0
フォーマット: 電子媒体 図書
目次:
  • 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.