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Nonlinear Analysis in Love Dynamics with Triangular Membership Function as External Force

삼각 퍼지 소속 함수를 외력으로 가진 사랑 동력학에서의 비선형 해석

  • Bae, Young-Chul (Devision of Eletrical.Electronic Communication and Computer Engineering, Chonnam National University)
  • 배영철 (남대학교 전기.전자통신.컴퓨터공학부)
  • Received : 2017.02.08
  • Accepted : 2017.02.25
  • Published : 2017.02.28

Abstract

Recently, we have been continued effort that chaotic theory apply into love model which is an area of social science. To make the chaotic behaviors in the differential equation that represent as Romeo and Juliet, we apply an external force to the differential equation. However, this external force have disadvantage that cannot exactly represent for emotion of human. In this paper, to solve these advantage, we introduce triangular fuzzy membership function to provide the external force that can describe most similar status for action and word of human in the love model of Romeo and Juliet. Also, to confirm the chaotic behaviors in the love model of Romeo and Juliet with proposed fuzzy membership function, we use time series and phase plane.

최근에 카오스 이론을 사회과학의 한 분야의 사랑 모델에 적용하고자 하는 노력을 지속하고 있다. 로미오와 줄리엣으로 표현하는 미분 방정식에서 카오스 거동을 만들기 위해서 외력을 인가한다. 그러나 이 외력은 사람의 감정을 정확하게 표현하지 못하는 단점을 가진다. 본 논문에서는 이러한 단점을 해결하기 위하여, 로미오와 줄리엣의 사랑모델에서 외력을 사람의 말이나 행동에 가장 유사한 형태로 제공하기 위해 퍼지 소속 함수를 도입하고 이를 삼각 퍼지 소속 함수를 제시하였다. 또한 제시된 퍼지 소속 함수를 가진 로미오와 줄리엣의 사랑모델에서 카오스 거동을 확인하기 위하여, 시계열과 위상공간을 이용하였으며 이를 통하여 카오스 거동의 존재를 확인한다.

Keywords

References

  1. I. K. Park and W. B. Lee, "The Skeletonization of 2-Dimensional Image for Fuzzy Mathematical Morphology using Defuzzification," J. of Digital content society Vol. 9, No.1, Feb. pp. 53-60, 2008.
  2. Y. C. Bae, "Chaotic phenomena in addiction model for digital leisure," Int. J. of Fuzzy Logic and Intelligent Systems, Vol. 13, No. 4, pp. 291-297, 2013. https://doi.org/10.5391/IJFIS.2013.13.4.291
  3. M. M. Kim and Y. C. Bae, "Mathematical modeling and chaotic behavior analysis of cyber addiction," J. of Korean Institute of Intelligent System, Vol. 24, No. 3, pp. 245-250, 2014, https://doi.org/10.5391/JKIIS.2014.24.3.245
  4. Y. C. Bae, "Chaotic dynamics in tobacco's addiction model," Int. J. of Fuzzy Logic and Intelligent Systems, Vol. 14, No. 4, pp. 322-331, 2014. https://doi.org/10.5391/IJFIS.2014.14.4.322
  5. Y. C. Bae, "Mathematical modeling and behavior analysis of addiction of physical exercise," J. of Korean Institute of Intelligent Systems, Vol. 24, No. 6, pp. 615-621, 2014. https://doi.org/10.5391/JKIIS.2014.24.6.615
  6. S. H. Kim, S. K. Choi, Y. C. Bae, and Y. Park, "Mathematical modeling of happiness and its Nonlinear analysis," J. of the Korea Institute of Electronic Communication Science, Vol. 9, No. 6, pp. 711-717, 2013. https://doi.org/10.13067/JKIECS.2014.9.6.711
  7. M. M. Kim, "Analysis of Nonlinear Behavior in Idea of Physical Exercise with Unification of Mind and Body," J. of the Korea Institute of Electronic Communication Science, Vol. 11, No. 6, pp. 645-651, 2016. https://doi.org/10.13067/JKIECS.2016.11.6.645
  8. J. C. Sprott, "Dynamical models of happiness," Nonlinear Dynamics, Psychology, and Life Sciences, Vol. 9, No. 1, pp. 23-34, 2005.
  9. Y. C. Bae, "Synchronization of dynamical happiness model," Int. J. of Fuzzy Logic and Intelligent Systems, Vol. 14, No. 2, pp. 91-97, 2014. https://doi.org/10.5391/IJFIS.2014.14.2.91
  10. J. C. Sprott, "Dynamics of love and happiness," Chaos and Complex Systems Seminar, Madison WI,Feb. 2001.
  11. L. Hyang and Y. C. Bae, "Analysis of nonlinear dynamics in family model", J. of Korean Institute of Intelligent Systems, Vol. 25, No. 4, pp. 313-318, 2015. https://doi.org/10.5391/JKIIS.2015.25.4.313
  12. L. Hyang and Y. C. Bae, "Analysis of nonlinear dynamics in family model including parent-in law", J. of Korean Institute of Intelligent Systems, Vol. 26, No. 1, pp. 37-43, 2016. https://doi.org/10.5391/JKIIS.2016.26.1.037
  13. S. H. Strogatz, "Love affairs and differential equations," Math. Mag. Vol. 61, p.35, 1988. https://doi.org/10.2307/2690328
  14. S. H. Strogatz, Nonlinear dynamics and chaos: with application to physics, biology, chemistry and engineering, Addison-Wesley, Reading MA, 1994.
  15. S. H. Kim, Y. W. Shon and Y. C. Bae, "Mathematical modeling of love and its nonlinear analysis," J. of the Korea Institute of Electronic Communication Sciences, Vol. 9, No. 11, pp. 1297-1303, 2014. https://doi.org/10.13067/JKIECS.2014.9.11.1297
  16. Y. C. Bae, "Behavior analysis of dynamic love model with time delay," J. of the Korea Institute of Electronic Communication Sciences, Vol. 10, no. 2, pp. 253-260, 2015. https://doi.org/10.13067/JKIECS.2015.10.2.253
  17. Y. C. Bae, "Modified mathematical modeling of love and its behavior analysis," J. of the Korea Institute of Electronic Communication Sciences, Vol. 9, No. 12, pp. 1441-1446, 2014. https://doi.org/10.13067/JKIECS.2014.9.12.1441
  18. L. Hyang and Y. C. Bae, "Behavior analysis in love model of Romeo and Juliet with time delay", J. of Korean Institute of Intelligent Systems, Vol. 25, No. 2, pp. 155-160, 2015. https://doi.org/10.5391/JKIIS.2015.25.2.155
  19. L. Hyang and Y. C. Bae, "Comparative behavior analysis in love model with same and different time delay", J. of Korean Institute of Intelligent Systems, Vol. 25, No. 3, pp. 210-216, 2015. https://doi.org/10.5391/JKIIS.2015.25.3.210
  20. Y. C. Bae, "Nonlinear behavior in love model with discontinuous external force," Int. J. of Fuzzy Logic and Intelligent Systems, Vol. 16, No. 1, pp. 64-71, 2016. https://doi.org/10.5391/IJFIS.2016.16.1.64
  21. Y. C. Bae, "Chaotic behavior in dynamic love model with different external force," Int. J. of Fuzzy Logic and Intelligent Systems, Vol. 15, No. 4, pp. 283-288, 2015. https://doi.org/10.5391/IJFIS.2015.15.4.283
  22. Y. W. Shon, J. K. Lee and Y, Bae, "Behavior Analysis in Love Model with applying Conscious and Nonconscious," J. of the Korea Institute of Electronic Communication Sciences, Vol. 11, No. 5, pp. 523-529, 2016. https://doi.org/10.13067/JKIECS.2016.11.5.523
  23. L. Hyang S. S. Hwang and Y. C. Bae, "Chaotic Behavior inModel with a Gaussian Function as External Force " Int. J.of Fuzzy Logic and Intelligent Systems, Vol. 16, No. 1, pp.64-71, 2016. https://doi.org/10.5391/IJFIS.2016.16.1.64
  24. S. Rinaldi, "Laura and Patriarch: an intriguing case of cyclical love dynamics", SIAM. J. Appl. Math.,Vol. 58, 1998. pp. 1205-1221. https://doi.org/10.1137/S003613999630592X
  25. C. Cresswell, Mathematics and Sex, Griffin Press, Syndey, South Australia, 2003.
  26. J. Wauer, D. Schwarzer, G.Q. Cai, and Y.K. Lin, "Dynamical models of love with time-varying fluctuations," Applies mathematics and Computation, Vol.188, pp. 1535-1548, 2007. https://doi.org/10.1016/j.amc.2006.11.026
  27. S. Rinaldi, "Love dynamics: The case of linear couples" Applies mathematics and Computation, Vol. 95, pp. 181-192, 1998. https://doi.org/10.1016/S0096-3003(97)10081-9
  28. X. Liao and J. Ran, "Hopf bifurcation in love dynamical models with nonlinear couples and time delays," Chaos, Solitons and Fractals, Vol. 31, pp. 853-865, 2007. https://doi.org/10.1016/j.chaos.2005.10.037
  29. W. M. Ahmad and R. E-Khazali, "Fractional-order dynamical model of love," Chaos, Solitons and Fractals, Vol. 33, pp. 1367-1375, 2007. https://doi.org/10.1016/j.chaos.2006.01.098
  30. W. L. Ahmad and K. Chen,"Chaotic behavior in a new fractional-order love triangle system with competition," J. applied analysis and computation, Vol.5, No.1, Feb. pp. 103-113, 2015.

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