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COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES

Year 2003, Volume: 3 Issue: 1, 745 - 758, 09.01.2012

Abstract

In the past decades, representation models of dynamical processes have been developed via both traditional math-analytical and  less traditional computational-intelligence approaches.  This challenge to system sciences goes on because essentially involves the mathematical approximation theory.  A comparison study based on cybernetic input-output view in the time domain on complex dynamical processes has been carried out.  An analytical decomposition representation of complex multi-input-multi-output thermal processes is set relative to the neural-network approximation representations, and shown that theoretical  background of both emanates from Kolmogorov's theorem. The findings provided a new insight as well as highlighted the efficiency and robustness of fairly simple industrial digital controls, designed and implemented in the past, inherited from input- output decomposition model approximation employed.

Year 2003, Volume: 3 Issue: 1, 745 - 758, 09.01.2012

Abstract

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Details

Primary Language English
Journal Section Articles
Authors

Georgi M. Dımırovskı This is me

Yuanwei Jıng This is me

Publication Date January 9, 2012
Published in Issue Year 2003 Volume: 3 Issue: 1

Cite

APA Dımırovskı, G. M., & Jıng, Y. (2012). COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES. IU-Journal of Electrical & Electronics Engineering, 3(1), 745-758.
AMA Dımırovskı GM, Jıng Y. COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES. IU-Journal of Electrical & Electronics Engineering. January 2012;3(1):745-758.
Chicago Dımırovskı, Georgi M., and Yuanwei Jıng. “COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES”. IU-Journal of Electrical & Electronics Engineering 3, no. 1 (January 2012): 745-58.
EndNote Dımırovskı GM, Jıng Y (January 1, 2012) COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES. IU-Journal of Electrical & Electronics Engineering 3 1 745–758.
IEEE G. M. Dımırovskı and Y. Jıng, “COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES”, IU-Journal of Electrical & Electronics Engineering, vol. 3, no. 1, pp. 745–758, 2012.
ISNAD Dımırovskı, Georgi M. - Jıng, Yuanwei. “COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES”. IU-Journal of Electrical & Electronics Engineering 3/1 (January 2012), 745-758.
JAMA Dımırovskı GM, Jıng Y. COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES. IU-Journal of Electrical & Electronics Engineering. 2012;3:745–758.
MLA Dımırovskı, Georgi M. and Yuanwei Jıng. “COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES”. IU-Journal of Electrical & Electronics Engineering, vol. 3, no. 1, 2012, pp. 745-58.
Vancouver Dımırovskı GM, Jıng Y. COMPARATIVE ANALYSIS OF KOLMOGOROV ANN AND PROCESS CHARACTERISTIC INPUT-OUTPUT MODES. IU-Journal of Electrical & Electronics Engineering. 2012;3(1):745-58.