Intelligent processing of temporal data based on hybrid fuzzy-stochastic models

Intelligent processing of temporal data based on hybrid fuzzy-stochastic models

A new approach to intelligent processing of temporal data that is based on hybrid fuzzy-stochastic models is proposed. A formal representation of a hybrid model implementing intelligent temporal data processing in the form of a composition of deterministic, stochastic, and fuzzy-logic models is cons...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Automatic control and computer sciences 2015, Vol.49 (1), p.1-10
Hauptverfasser: Kovalev, S. M., Sokolov, S. V., Kucherenko, P. A.
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science
Control Structures and Microprogramming
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:A new approach to intelligent processing of temporal data that is based on hybrid fuzzy-stochastic models is proposed. A formal representation of a hybrid model implementing intelligent temporal data processing in the form of a composition of deterministic, stochastic, and fuzzy-logic models is considered. An analytical method for parameter identification of the hybrid model for the general case is presented; an illustrative example is given.
ISSN:0146-4116
1558-108X
DOI:10.3103/S0146411615010046