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A study of the nonlinear dynamics of human behavior and its digital hardware implementation

This paper introduces an intensive discussion for the dynamical model of the love triangle in both integer and fractional-order domains. Three different types of nonlinearities soft, hard, and mixed between soft and hard, are used in this study. MATLAB numerical simulations for the different three c...

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Autores principales: ElSafty, Abdulaziz H., Tolba, Mohammed F., Said, Lobna A., Madian, Ahmed H., Radwan, Ahmed G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7474202/
https://www.ncbi.nlm.nih.gov/pubmed/32922979
http://dx.doi.org/10.1016/j.jare.2020.03.006
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author ElSafty, Abdulaziz H.
Tolba, Mohammed F.
Said, Lobna A.
Madian, Ahmed H.
Radwan, Ahmed G.
author_facet ElSafty, Abdulaziz H.
Tolba, Mohammed F.
Said, Lobna A.
Madian, Ahmed H.
Radwan, Ahmed G.
author_sort ElSafty, Abdulaziz H.
collection PubMed
description This paper introduces an intensive discussion for the dynamical model of the love triangle in both integer and fractional-order domains. Three different types of nonlinearities soft, hard, and mixed between soft and hard, are used in this study. MATLAB numerical simulations for the different three categories are presented. Also, a discussion for how the kind of personalities affects the behavior of chaotic attractors is introduced. This paper suggests some explanations for the complex love relationships depending on the impact of memory (IoM) principle. Lyapunov exponents, Kaplan-Yorke dimension, and bifurcation diagrams for three different integer-order cases show a significant dependency on system parameters. Hardware digital realization of the system is done using the Xilinx Artix-7 XC7A100T FPGA kit. Version 14.7 from the Xilinx ISE platform is used in both Verilog simulation and hardware implementation stages. The digital approach of such a system opens the door to predict the love relation after sensing the human personality. Also, this study will help in justifying more human emotions like happiness, panic, and fear accurately. Perhaps shortly, this study may combine with artificial intelligence to demonstrate Human-Computer interaction products.
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spelling pubmed-74742022020-09-11 A study of the nonlinear dynamics of human behavior and its digital hardware implementation ElSafty, Abdulaziz H. Tolba, Mohammed F. Said, Lobna A. Madian, Ahmed H. Radwan, Ahmed G. J Adv Res Article This paper introduces an intensive discussion for the dynamical model of the love triangle in both integer and fractional-order domains. Three different types of nonlinearities soft, hard, and mixed between soft and hard, are used in this study. MATLAB numerical simulations for the different three categories are presented. Also, a discussion for how the kind of personalities affects the behavior of chaotic attractors is introduced. This paper suggests some explanations for the complex love relationships depending on the impact of memory (IoM) principle. Lyapunov exponents, Kaplan-Yorke dimension, and bifurcation diagrams for three different integer-order cases show a significant dependency on system parameters. Hardware digital realization of the system is done using the Xilinx Artix-7 XC7A100T FPGA kit. Version 14.7 from the Xilinx ISE platform is used in both Verilog simulation and hardware implementation stages. The digital approach of such a system opens the door to predict the love relation after sensing the human personality. Also, this study will help in justifying more human emotions like happiness, panic, and fear accurately. Perhaps shortly, this study may combine with artificial intelligence to demonstrate Human-Computer interaction products. Elsevier 2020-04-08 /pmc/articles/PMC7474202/ /pubmed/32922979 http://dx.doi.org/10.1016/j.jare.2020.03.006 Text en © 2020 The Authors. Published by Elsevier B.V. on behalf of Cairo University. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
ElSafty, Abdulaziz H.
Tolba, Mohammed F.
Said, Lobna A.
Madian, Ahmed H.
Radwan, Ahmed G.
A study of the nonlinear dynamics of human behavior and its digital hardware implementation
title A study of the nonlinear dynamics of human behavior and its digital hardware implementation
title_full A study of the nonlinear dynamics of human behavior and its digital hardware implementation
title_fullStr A study of the nonlinear dynamics of human behavior and its digital hardware implementation
title_full_unstemmed A study of the nonlinear dynamics of human behavior and its digital hardware implementation
title_short A study of the nonlinear dynamics of human behavior and its digital hardware implementation
title_sort study of the nonlinear dynamics of human behavior and its digital hardware implementation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7474202/
https://www.ncbi.nlm.nih.gov/pubmed/32922979
http://dx.doi.org/10.1016/j.jare.2020.03.006
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