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Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Print: 1064-2315
ISSN Online: 2163-9337

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Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v47.i3.20
pages 11-23

Adaptive Control Method for Unstable Impulse Processes in Cognitive Maps Based on Reference Model

Victor D. Romanenko
Educational-Scientific Complex of Institute for Applied System Analysis of National Technical University of Ukraine "Igor Sikorsky Kiev Polytechnic Institute", Kiev
Yuriy L. Milyavskiy
National Technical University of Ukraine "Igor Sikorsky Kiev Polytechnic Institute", Kiev
Alexey A. Reutov
Applied Systems Analysis of National Technical University of Ukraine "Kiev Polytechnic Institute", Kiev, Ukraine; University of Warsaw, Warsaw (Poland)

ABSTRACT

The transition method from the impulse process in a cognitive map to the model of a controlled impulse "input-output" type process with an external control is presented. The stabilization system of unstable impulse process in increments of variables is developed using a stable closed system reference model. The algorithm of adaptive estimation and control of cognitive map with unknown or varying coefficients of a weight adjacency matrix is proposed. The method of the cognitive map vertices stabilization on predefined levels is developed.