Multilayer fuzzy control of multivariable systems by direct decomposition

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The application of multilayer control theory in multivariable fuzzy systems is considered. Some definitions and theorems with regard to such systems are given. Multilayer control algorithms, based on direct decomposition of the original system into layers, are presented and illustrated by numerical examples. The algorithms analyse the conditions for linguistic coincidence of the multilayer solution and the original. It is shown that the number of fuzzy relations is significantly reduced, and thus real-time measurement and control implementation is facilitated.
Original languageEnglish
Pages (from-to)851-862
Number of pages12
JournalInternational Journal of Systems Science
Issue number8
Publication statusPublished - 1998


  • fuzzy control
  • multivariable systems
  • direct decomposittion
  • multilayer control


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