Solution of a Diagnostics Problem on the Basis of Fuzzy Relations and a Genetic Algorithm

  • Authors:

  • A. P. Rotshtein;A. B. Rakityanskaya

  • Affiliations:

  • Jerusalem Polytechnical Institute, Jerusalem, Israel;Vinnitsa State Technical University, Vinnitsa, Ukraine

  • Venue:
  • Cybernetics and Systems Analysis
  • Year:
  • 2001

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Abstract

The use of backward logical inference in expert diagnostic systems is considered. To solve systems of fuzzy logic equations, a genetic algorithm based on the operations of crossover, mutation, and selection of an initial set of chromosomes is proposed. The efficiency of the algorithm proposed is illustrated by computer simulation.