Differential operators based on convolution have been recognized as powerful mathematical operators able to depict and capture chaotic behaviors, especially those that are not able to be depicted using classical differential and integral operators. While these differential operators have being applied with great success in many fields of science, especially in the case of dynamical system, we have to confess that they were not able depict some chaotic behaviors, especially those with additionally similar patterns. To solve this issue new class of differential and integral operators were proposed and applied in few problems. In this paper, we aim to depict chaotic behavior using the newly defined differential and integral operators with fractional order and fractal dimension. Additionally we introduced a new chaotic operators with strange attractors. Several simulations have been conducted and illustrations of the results are provided to show the efficiency of the models.
Citation: Sonal Jain, Youssef El-Khatib. Modelling chaotic dynamical attractor with fractal-fractional differential operators[J]. AIMS Mathematics, 2021, 6(12): 13689-13725. doi: 10.3934/math.2021795
Differential operators based on convolution have been recognized as powerful mathematical operators able to depict and capture chaotic behaviors, especially those that are not able to be depicted using classical differential and integral operators. While these differential operators have being applied with great success in many fields of science, especially in the case of dynamical system, we have to confess that they were not able depict some chaotic behaviors, especially those with additionally similar patterns. To solve this issue new class of differential and integral operators were proposed and applied in few problems. In this paper, we aim to depict chaotic behavior using the newly defined differential and integral operators with fractional order and fractal dimension. Additionally we introduced a new chaotic operators with strange attractors. Several simulations have been conducted and illustrations of the results are provided to show the efficiency of the models.
[1] | A. Atangana, Mathematical model of survival of fractional calculus, critics and their impact: How singular is our world? Adv. Differ. Equations, 2021 (2021), 403. |
[2] | A. Atangana, T. Mekkaoui, Trinition the complex number with two imaginary parts: Fractal, chaos and fractional calculus, Chaos Solitons Fractals, 128 (2019), 366–381. doi: 10.1016/j.chaos.2019.08.018 |
[3] | A. Atangana, A. Shafiq, Differential and integral operators with constant fractional order and variable fractional dimension, Chaos Solitons Fractals, 127 (2019), 226–243. doi: 10.1016/j.chaos.2019.06.014 |
[4] | A. Atangana, S. Qureshi, Modeling attractors of chaotic dynamical systems with fractal–fractional operators, Chaos Solitons Fractals, 123 (2019), 320–337. doi: 10.1016/j.chaos.2019.04.020 |
[5] | A. Atangana, S. Jain, A new numerical approximation of the fractal ordinary differential equation, Eur. Phys. J. Plus, 133 (2018), 37. doi: 10.1140/epjp/i2018-11895-1 |
[6] | A. Atangana, S. Jain, Models of fluid flowing in non-conventional media: New numerical analysis, Discrete Cont. Dyn. Syst. Ser. S, 13 (2020), 467–484. |
[7] | M. Toufik, A. Atangana, New numerical approximation of fractional derivative with non local and non-singular kernel: Application to chaotic models, Eur. Phys. J. Plus, 132 (2017), 444. doi: 10.1140/epjp/i2017-11717-0 |
[8] | M. Ghil, I. Zaliapin, S. Thompson, A delay differential model of ENSO variability: Parametric instability and the distribution of extremes, Nonlinear Proc. Geoph., 15 (2008), 417–433. doi: 10.5194/npg-15-417-2008 |
[9] | J. Singh, D. Kumar, J. J. Nieto, Analysis of an El Nino-Southern Oscillation model with a new fractional derivative, Chaos Solitions Fractals, 99 (2017), 109–115. doi: 10.1016/j.chaos.2017.03.058 |
[10] | J. G. Lu, Chaotic dynamics of the fractional order Ikeda delay system and its synchronization, Chinese Phys., 15 (2006), 301–305. doi: 10.1088/1009-1963/15/2/011 |
[11] | S. Bhalekar, Stability and bifurcation analysis of a generalized scalar delay differential equation, Chaos, 26 (2016), 084306. doi: 10.1063/1.4958923 |
[12] | S. Bhalekar, Analyzing stability of a delay differential equation two delays, arXiv. Available from: https://arXiv.org/abs/1806.07958v1. |
[13] | H. Saberi Nik, R. A. Van Gorder, G. Gambino, The chaotic Dadras-momeni system: Control and hyperchaotification, IMA J. Math. Control Inf., 33 (2016), 497–518. doi: 10.1093/imamci/dnu050 |
[14] | E. Z. Dong, Z. P. Chen, Z. Q. Chen, Z. Z. Yuan, A novel four-wing chaotic attractor generated from a three-dimensional quadratic autonomous system, Chinese Phys. B, 18 (2009), 2680. doi: 10.1088/1674-1056/18/7/010 |
[15] | W. B. Liu, G. R. Chen, A new chaotic system and its generation, Int. J. Bifurcat. Chaos, 13 (2003), 261–267. doi: 10.1142/S0218127403006509 |
[16] | S. Jain, Numerical analysis for the fractional diffusion and fractional Buckmaster equation by the two-step Laplace Adam-Bashforth method, Eur. Phys. J. Plus, 133 (2018), 19. doi: 10.1140/epjp/i2018-11854-x |