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ISSN Druckformat: 1064-2315
ISSN Online: 2163-9337
Indexed in
Adaptive Control Method for Unstable Impulse Processes in Cognitive Maps Based on Reference Model
ABSTRAKT
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.
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Zgurovsky Mikhail Z., Romanenko Victor D., Milyavsky Yuriy L., Adaptive Control of Impulse Processes in Complex Systems Cognitive Maps with Multirate Coordinates Sampling, in Advances in Dynamical Systems and Control, 69, 2016. Crossref
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Romanenko Victor, Milyavsky Yuriy, Combined control of impulse processes in complex systems' cognitive maps with multirate sampling, 2017 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2017. Crossref
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Romanenko Victor, Milyavsky Yuriy, Systematization of problems of automated control in cognitive maps' impulse processes for complex systems, 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2017. Crossref
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Romanenko V., Milyavskiy Y., Impulse Processes Stabilization in Cognitive Maps of Complex Systems Based on Modal State Regulators, Kibernetika i vyčislitelʹnaâ tehnika, 2015, 179, 2015. Crossref
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Romanenko Victor D., Milyavsky Yuriy L., Automation of Impulse Processes Control in Cognitive Maps with Multirate Sampling Based on Weights Varying, in Modern Mathematics and Mechanics, 2019. Crossref
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Romanenko Victor, Milyavsky Yuriy, Study of Automated Control Methods in Cognitive Maps' Impulse Processes with Suppressing Constrained Disturbances, 2018 IEEE First International Conference on System Analysis & Intelligent Computing (SAIC), 2018. Crossref
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Gubarev Vyacheslav, Romanenko Viktor, Miliavskyi Yurii, Regularized Identification of Impulse Processes in Cognitive Maps with Structural Uncertainty, 2020 IEEE 2nd International Conference on System Analysis & Intelligent Computing (SAIC), 2020. Crossref