Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Modeling the Structure of MIMO-Agents and Their Interactions Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Inference Methods for One Class of Systems with Many Fuzzy Inputs

Authors : Vasiliy Sinuk, Maxim Panchenko

Published in: Artificial Intelligence

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The paper presents the inference methods for fuzzy systems of Mamdani type, which, for many fuzzy inputs and for any t-norms, are implemented with polynomial computational complexity. Center of sums and the discrete version of the center of gravity methods are applied for the rule base at the defuzzification stage. The network structures of the systems corresponding to these methods are given.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Algebraic Bayesian Networks: Naïve Frequentist Approach to Local Machine Learning Based on Imperfect Information from Social Media and Expert Estimates
next chapter Chaotic Phenomena in Collective Behavior
Literature
1.
Mamdani, E.H.: Applications of fuzzy algorithm for control a simple dynamic plant. Proc. IEEE 121(12), 1585–1588 (1974)
2.
Pegat, A.: Fuzzy Modeling and Control. BINOM, Knowledge Lab, Moscow (2009)
3.
Leonenkov, A.V.: Fuzzy modeling in MATLAB and fuzzyTECH. SPb: BHV – Petersburg (2003)
4.
Zadeh, L.A.: Outline of a new approach to the analysis of complex systems and decision processes. IEEE Trans. Syst. Man Cybern. SMC-3(1), 28–44 (1973)MathSciNetCrossRef
5.
Borisov, A.N., Alekseev, A.V., Krumberg, O.A. et al. Decision-making models based on linguistic variable. Zinatne, Riga (1982)
6.
Zadeh, L.A.: PRUF—a meaning representation language for natural languages Int. J. Man Mach. Stud. 10, 395–460 (1978)MathSciNetCrossRef
7.
Sinuk, V.G., Panchenko, M.V.: Fuzzy inference method for one class of MISO-structured systems with fuzzy inputs. Artif. Intell. Decis. Making 4, 33–39 (2017)
8.
Alsina, C., Frank, M.J., Schweizer, B.: Associative Functions: Triangular Norms and Copulas. World Scientific, Singapore (2006)CrossRef
9.
Larsen, P.M.: Industrial applications of fuzzy logic control. Int. J. Man Mach. Stud. 12, 3–10 (1980)CrossRef
10.
Dubois, D., Prade, A.: Possibility theory. Applications to the representation of knowledge in computer science. Radio and communication (1990)
11.
12.
Kutsenko, D.A., Sinuk, V.G.: Indirect fuzzy inference method for multi-input production systems. Softw. Prod. Syst. 1, 45–47 (2008)
13.
Kruglov, V.V., Dli, M.I., Golunov, R.U.: Fuzzy logic and artificial neural networks. Fizmatlit (2001)
Metadata
Title
Inference Methods for One Class of Systems with Many Fuzzy Inputs
Authors
Vasiliy Sinuk
Maxim Panchenko
Copyright Year
2019
Book
Artificial Intelligence

Print ISBN: 978-3-030-30762-2

Electronic ISBN: 978-3-030-30763-9

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-30763-9_21

Premium Partner

    Image Credits