Issue:Generalized net model of the process of defining intuitionistic fuzzy estimation in petroleum recognition with neural networks

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http://ifigenia.org/wiki/issue:nifs/17/4/16-20

Title of paper: Generalized net model of the process of defining intuitionistic fuzzy estimation in petroleum recognition with neural networks Author(s): Sotir Sotirov University “Prof. Asen Zlatarov”, 1 “Yakimov” Blvd., Burgas 8010, Bulgaria ssotirov@btu.bg Alexander Dimitrov University “Prof. Asen Zlatarov”, 1 “Yakimov” Blvd., Burgas 8010, Bulgaria al_dim_2000@abv.bg Presented at: 7th IWIFS, Banska Bystrica, 27 September 2011 Published in: "Notes on Intuitionistic Fuzzy Sets", Volume 17 (2011) Number 4, pages 16—20 Download:  PDF (70  Kb, File info) Abstract: The paper presents a neural network that performs clustering and recognition of petroleum fractions. For the purpose of practical implementation, the degrees of petroleum probes' affiliation to the clusters are measured using intuitionistic fuzzy estimations. The entire process of petroleum identification is modelled using a generalized net. Keywords: Generalized nets, Intuitionistic fuzzy sets, Neural networks, Petroleum fraction AMS Classification: 03E72, 68Q85, 92B20 References: Atanassov, K. Intuitionistic Fuzzy Sets: Theory and Applications, Springer, Heidelberg, 1999. Bishop, C. M. Neural Networks for Pattern Recognition, Oxford University Press, 2000. Haykin, S. Neural Networks: A Comprehensive Foundation, Prentice Hall, N.J., 1999. Hagan, M.T., H.B. Demuth, M. Beale. Neural Network Design, PWS Publishing Company, Boston, 1996. Barbosa, M.S.S., T. B. Ludermir, M. S. Santos, F. Luiz dos Santos, J. E. Gomes de Souza, C. Pinto de Melo, Pattern recognition of gases of petroleum based on RBF model, Proc. of VII Brazilian Symposium on Neural Networks (SBRN'02), 2002, pp. 111. Hsieh, B.-Z., C.-W. Wang, Z.-S. Lin, Estimation of formation strength index of aquifer from neural networks. Computers & Geosciences, Volume 35, Issue 9, September 2009, 1933–1939. Speight, J. G. Handbook of Petroleum Product Analysis (Chemical Analysis: A Series of Monographs on Analytical Chemistry and Its Applications), Wiley-Interscience, October 2, 2002. Sotirov, S., A. Dimitrov. Neural network for defining intuitionistic fuzzy estimation in petroleum recognition, Issues in Intuitionistic Fuzzy Sets and Generalized Nets, Volume 8, 2010, 74–78. Citations: The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.