Modeling Complex Processes Through Nature-Analogous Methods Artificial Intelligence and Artificial Life /
| Päätekijät: | , , |
|---|---|
| Yhteisötekijä: | |
| Yhteenveto: | XII, 366 p. 205 illus., 114 illus. in color. text |
| Kieli: | englanti |
| Julkaistu: |
Wiesbaden :
Springer Fachmedien Wiesbaden : Imprint: Springer,
2025.
|
| Painos: | 1st ed. 2025. |
| Aiheet: | |
| Linkit: | https://doi.org/10.1007/978-3-658-46510-0 |
| Aineistotyyppi: | Elektroninen Kirja |
Sisällysluettelo:
- 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.