2022
DOI: 10.1177/01423312221085785
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The feedback stabilization of finite-state fuzzy cognitive maps

Abstract: Fuzzy cognitive maps (FCMs) are a kind of cognitive model for knowledge representation and causal inference. Meanwhile, as fuzzy dynamical systems, FCMs have also been widely applied in the control-related fields, such as mobile robots, unmanned aerial vehicles (UAVs), and industrial controls. However, the existing works mainly focused on the practical applications but lacked the necessary theoretical discussions related to the FCM-based control mechanism. As is known, stabilization is one of the fundamental i… Show more

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Cited by 4 publications
(1 citation statement)
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“…In addition, k-valued logic is highly relevant in the modeling of complex dynamical systems, where causal relations play a crucial role [4]. It is also used in logical dynamical systems [5], the modern control and stabilization of unmanned systems [6], cyber-physical systems [7], data transmission [8,9], optimal network routing [10,11], and quantum cryptography [12]. A comprehensive analysis of the use of k-valued logic in various applications has been provided in the research paper [9].…”
Section: Introductionmentioning
confidence: 99%
“…In addition, k-valued logic is highly relevant in the modeling of complex dynamical systems, where causal relations play a crucial role [4]. It is also used in logical dynamical systems [5], the modern control and stabilization of unmanned systems [6], cyber-physical systems [7], data transmission [8,9], optimal network routing [10,11], and quantum cryptography [12]. A comprehensive analysis of the use of k-valued logic in various applications has been provided in the research paper [9].…”
Section: Introductionmentioning
confidence: 99%