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作者:

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

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摘要:

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.

关键词:

Automata theory Bionics Learning algorithms Learning systems

作者机构:

  • [ 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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来源 :

Journal of Beijing University of Technology

ISSN: 0254-0037

年份: 2011

期: 11

卷: 37

页码: 1631-1637

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