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A study of the nonlinear dynamics of human behavior and its digital hardware implementation.
Journal of Advanced Research ( IF 10.7 ) Pub Date : 2020-04-08 , DOI: 10.1016/j.jare.2020.03.006
Abdulaziz H ElSafty 1 , Mohammed F Tolba 2 , Lobna A Said 1 , Ahmed H Madian 1, 3 , Ahmed G Radwan 4, 5
Affiliation  

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.



中文翻译:

人类行为的非线性动力学及其数字硬件实现的研究。

本文对整数和分数阶域中的三角恋爱动力学模型进行了深入的讨论。本研究使用三种不同类型的非线性,即软,硬以及软与硬之间的混合。给出了针对这三个类别的MATLAB数值模拟。此外,还介绍了有关个性如何影响混沌吸引子行为的讨论。本文根据记忆(IoM)原理的影响,为复杂的恋爱关系提出了一些解释。Lyapunov指数,Kaplan-Yorke维数和三种不同整数阶情况的分叉图显示出对系统参数的显着依赖性。使用Xilinx Artix-7 XC7A100T FPGA套件完成了系统的硬件数字实现。版本14。Xilinx ISE平台上的7可用于Verilog仿真和硬件实施阶段。这种系统的数字方法在感测到人的性格之后打开了预测爱情关系的大门。同样,这项研究将有助于更准确地证明人类的情感,如幸福,恐慌和恐惧。也许不久之后,这项研究可能会与人工智能相结合,以演示人机交互产品。

更新日期:2020-04-08
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