Optimal fuzzy regulator

M. S. Ahmed*, U. L. Bhatti, F. M. Al-Sunni, M. El-Shafei

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

The conventional design of fuzzy logic controller uses human intuition and experience, which rarely constitutes an optimal design. In this paper, a systematic design procedure is presented to realize the optimal fuzzy logic regulator. The proposed scheme minimizes a suitable criterion function employing the steepest descent method. The recently proposed Block Partial Derivative (BPD) is used to facilitate the gradient computation.

Original languageEnglish
Pages (from-to)159-172
Number of pages14
JournalJournal of Intelligent and Fuzzy Systems
Volume8
Issue number3
StatePublished - 2000

ASJC Scopus subject areas

  • Statistics and Probability
  • General Engineering
  • Artificial Intelligence

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