Fuzzification of Kolmogorov Theorem

Angel López-Gómez, Kaoru Hirota

Research output: Contribution to journalArticlepeer-review

Abstract

The extension of the Kolmogorov's theorem (1957) about the representation of continuous real extended functions with more than one variables as superpositions of extended functions of one variable is presented. The graphical analysis of its behavior with a function of two variables is showed. The representation of the theorem using a practical neural network is obtained.

Original languageEnglish
Pages (from-to)99-109
Number of pages11
JournalJournal of Advanced Computational Intelligence and Intelligent Informatics
Volume5
Issue number2
DOIs
Publication statusPublished - Mar 2001
Externally publishedYes

Keywords

  • Function approximation
  • fuzzification
  • kolmogorov theorem

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López-Gómez, A., & Hirota, K. (2001). Fuzzification of Kolmogorov Theorem. Journal of Advanced Computational Intelligence and Intelligent Informatics, 5(2), 99-109. https://doi.org/10.20965/jaciii.2001.p0099