A Pattern Recognition Algorithm Used in Knowledge-Based Adaptive Control System to Select Strategy

  • Authors:

  • Krzysztof Brzostowski;Jerzy Światek

  • Affiliations:

  • Institute of Information Science and Engineering, Wrocław University of Technology,;Institute of Information Science and Engineering, Wrocław University of Technology,

  • Venue:
  • KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
  • Year:
  • 2007

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Abstract

In the paper a pattern recognition algorithm in knowledge-based adaptive control system has been discussed. Presented approach based on classifiers, as it is shown, is a useful tool to control non-linear plant with uncertainties. In many cases it is not possible to propose control law. Instead of it expert's knowledge may be used. The pattern recognition method which is utilized by controller to make a decision allows to manage the stored knowledge effectively. Moreover, the system based on presented methodology works faster which is desirable in Real Time System. The biomedical application has been discussed.