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Author:

Ruan, Xiao-Gang (Ruan, Xiao-Gang.) | Gao, Yuan-Yuan (Gao, Yuan-Yuan.) | Song, Hong-Jun (Song, Hong-Jun.)

Indexed by:

EI Scopus PKU CSCD

Abstract:

This paper presents a bionic autonomous learning method based on operant conditioning automata, and designs a cognitive model of Skinner operant conditioning automata. The model adds a unit of behavior propensity to generate learning mechanism of 'reaction-strengthening', and simulates nature biotic randomly compliance. A recursive learning algorithm is proposed, which is to simulate biotic operant conditioning mechanism and let it have bionic self-organization function including self-learning function and self-adaptive function. Finally, the model is proved to have the bionic self-learning ability and can be used to descript, simulate, and design various self-organizing systems.

Keyword:

Learning systems Learning algorithms Bionics Automata theory

Author Community:

  • [ 1 ] [Ruan, Xiao-Gang]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Gao, Yuan-Yuan]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Song, Hong-Jun]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2011

Issue: 11

Volume: 37

Page: 1631-1637

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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