Artificial Intelligence and Decision Making
RUS  ENG    JOURNALS   PEOPLE   ORGANISATIONS   CONFERENCES   SEMINARS   VIDEO LIBRARY   PACKAGE AMSBIB  
General information
Latest issue
Archive
Guidelines for authors

Search papers
Search references

RSS
Latest issue
Current issues
Archive issues
What is RSS



Artificial Intelligence and Decision Making:
Year:
Volume:
Issue:
Page:
Find






Personal entry:
Login:
Password:
Save password
Enter
Forgotten password?
Register


Artificial Intelligence and Decision Making, 2010, Issue 2, Pages 77–88 (Mi iipr501)  

Intelligent technologies

Neuron networks on the basis of the metric methods of recognition In application to tasks with fuzzy inference

P. Sh. Geidarov

Institute of Cybernetics named after Academician A. Huseynov, National Academy of Sciences of Aserbaijan, Baku
Abstract: In the work the transformation algorithm of the task of fuzzy inference into the task of recognition with the application of neuron networks of those realizing the metric methods of recognition is proposed. The transformation of the collection of fuzzy sets and fuzzy rules into the collection of sample curves is carried out for this. On the basis of the obtained collection of curves the creation of neuron networks on the basis of the metric methods of recognition is proposed in application to tasks with the fuzzy inference. Are shown the possibilities of the optimization of the obtained networks in application to tasks with the fuzzy inference and the possibility of the multitask use of united architecture of neuron network. Is given the algorithm for learning that provides the selection of expert opinion.
Keywords: fuzzy inference, metric methods of recognition, optimization of neural networks.
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: P. Sh. Geidarov, “Neuron networks on the basis of the metric methods of recognition In application to tasks with fuzzy inference”, Artificial Intelligence and Decision Making, 2010, no. 2, 77–88
Citation in format AMSBIB
\Bibitem{Gei10}
\by P.~Sh.~Geidarov
\paper Neuron networks on the basis of the metric methods of recognition In application to tasks with fuzzy inference
\jour Artificial Intelligence and Decision Making
\yr 2010
\issue 2
\pages 77--88
\mathnet{http://mi.mathnet.ru/iipr501}
\elib{https://elibrary.ru/item.asp?id=15593579}
Linking options:
  • https://www.mathnet.ru/eng/iipr501
  • https://www.mathnet.ru/eng/iipr/y2010/i2/p77
  • Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Artificial Intelligence and Decision Making
    Statistics & downloads:
    Abstract page:20
    Full-text PDF :9
    References:1
     
      Contact us:
     Terms of Use  Registration to the website  Logotypes © Steklov Mathematical Institute RAS, 2024