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Issue:Generalized net for control and optimization of real processes through neural networks using intuitionistic fuzzy estimations

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Title of paper: Generalized net for control and optimization of real processes through neural networks using intuitionistic fuzzy estimations
Author(s):
Maciej Krawczak
Systems Research Institute - Polish Academy of Sciences, Wyzsza Szkola Informatyki Stosowanej i Zarzadzania, Warsaw, Poland
krawczak@@ibspan.waw.pl
Elia El-Darzi
University of Westminster-Health Care Computing Group, HSCS, Northwick Park, London, HA1 3TP, UK
eldarze@westminster.ac.uk
Krassimir Atanassov
Centre for Biomedical Engineering "Prof. I. Daskalov" - Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Bl. 105, Sofia-1113, Bulgaria
krat@bas.bg
Violeta Tasseva
Centre for Biomedical Engineering "Prof. I. Daskalov" - Bulgarian Academy of Sciences, Acad. G. Bonchev Str., Bl. 105, Sofia-1113, Bulgaria
violeta@clbme.bas.bg
Presented at: 11th ICIFS, Sofia, Bulgaria, 28-30 April 2007
Published in: Conference proceedings, "Notes on IFS", Volume 13 (2007) Number 2, pages 54—60
Download:  PDF (4200  Kb, Info)
Abstract: We shall construct a Generalized Net (GN) that represents the functioning and the result of the work of real processes and simultaneously - the processes of their control and optimization on the basis of different suitable chosen neural networks solving concrete optimization procedures giving intuitionistic fuzzy estimations and using information generated by the GN.
Keywords: Control, Generalized net, Neural network, Optimization
References:
  1. Atanassov, K., Generalized Nets, World Scientific. Singapore, 1991.
  2. Atanassov, K., On a new hierarchical operator over the generalized nets. Proc. of the Third Int. Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, Warszawa, Sept 2003, In:- Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Vol. 3, 2006, 29-34.
  3. Atanassov, K., Generalized nets and some travelling salesman problems. In :- Applications of Generalized Nets, (K. Atanassov, Ed.), World Scientific Publ. Co., Singapore, 1993, 68-81.
  4. Atanassov K., E. Koycheva, E. Szmidt, V. Taseva. Generalized nets as tools for control and optimization of real processes. Current Issues in Data and Knowledge Engineering (B. de Baets, R. de Caluwe, G. de Tre, J. Fodor, J. Kacprzyk and S. Zadrozny, Eds.), Academicka Oficyna Wydawnicza EXIT, Warszawa, 2004, 42-54.
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