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provides the necessary foundation for understanding the nature of analogical and structuralist (or rule-based) approaches to describing behavior. In the first part of this book, the mathematical properties of rule approaches are developed; in the second part, the analogical alternative to rules is developed. This book serves as the mathematical basis for (Kluwer, 1989). Features include:
The disagreement between randomly chosen occurences avids the difficulties of using entropy as the measure of uncertainty.
The implicit assumption of structuralist descriptions (namely, that descriptions of behavior should be corrected and minimal) can be derived from more fundamental statements about the uncertainty of rule systems.
The correct description of nondeterministic behavior leads to an atomistic, analog alternative to structuralist (or rule-based) descriptions.
Traditional statistical tests are eliminated in favor of statistically equivalent decision rules that involve little or no mathematical calculation.
Analogical models, unlike, neural networks, directly account for probabilistic learning as well as reaction times in world-recognition experiments.
Produkteigenschaften
- Artikelnummer: 9780792319351
- Medium: Buch
- ISBN: 978-0-7923-1935-1
- Verlag: Springer Netherlands
- Erscheinungstermin: 30.09.1992
- Sprache(n): Englisch
- Auflage: 1992
- Produktform: Gebunden
- Gewicht: 1600 g
- Seiten: 376
- Format (B x H x T): 160 x 241 x 26 mm
- Ausgabetyp: Kein, Unbekannt
Themen
- Mathematik | Informatik
- EDV | Informatik
- Informatik
- Künstliche Intelligenz
- Wissensbasierte Systeme, Expertensysteme
- Interdisziplinäres
- Wissenschaften
- Wissenschaften: Forschung und Information
- Datenanalyse, Datenverarbeitung