Implementation of the modified Test 0-1 algorithm for the analysis of chaotic modes of the fractional Duffing oscillator
Vestnik KRAUNC. Fiziko-matematičeskie nauki, Tome 44 (2023) no. 3, pp. 67-85 Cet article a éte moissonné depuis la source Math-Net.Ru

Voir la notice de l'article

The work carried out a study of chaotic and regular modes of a fractional Duffing oscillator using the Test 0-1 algorithm. The fractional Duffing oscillator is described by a nonlinear differential equation with the Riemann-Liouville derivative of a fractional variable order. Using an explicit numerical finite difference scheme, a numerical solution to the model was obtained, which is fed to the input of the Test 0-1 algorithm after the thinning procedure – identifying local extrema. Next, using the Matlab package, the Test 0-1 algorithm is implemented and the simulation results are visualized. Bifurcation diagrams are constructed for the correlation coefficient, taking into account the values of the orders of the fractional derivative, and oscillograms and phase trajectories are constructed. It is shown that the Test 0-1 algorithm works correctly with the appropriate selection of the sampling step.
Keywords: Test 0-1, model, Duffing oscillator, Riemann-Liouville fractional derivative, standard deviation, correlation, bifurcation diagram.
@article{VKAM_2023_44_3_a5,
     author = {R. I. Parovik},
     title = {Implementation of the modified {Test} 0-1 algorithm for the analysis of chaotic modes of the fractional {Duffing} oscillator},
     journal = {Vestnik KRAUNC. Fiziko-matemati\v{c}eskie nauki},
     pages = {67--85},
     year = {2023},
     volume = {44},
     number = {3},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/VKAM_2023_44_3_a5/}
}
TY  - JOUR
AU  - R. I. Parovik
TI  - Implementation of the modified Test 0-1 algorithm for the analysis of chaotic modes of the fractional Duffing oscillator
JO  - Vestnik KRAUNC. Fiziko-matematičeskie nauki
PY  - 2023
SP  - 67
EP  - 85
VL  - 44
IS  - 3
UR  - http://geodesic.mathdoc.fr/item/VKAM_2023_44_3_a5/
LA  - ru
ID  - VKAM_2023_44_3_a5
ER  - 
%0 Journal Article
%A R. I. Parovik
%T Implementation of the modified Test 0-1 algorithm for the analysis of chaotic modes of the fractional Duffing oscillator
%J Vestnik KRAUNC. Fiziko-matematičeskie nauki
%D 2023
%P 67-85
%V 44
%N 3
%U http://geodesic.mathdoc.fr/item/VKAM_2023_44_3_a5/
%G ru
%F VKAM_2023_44_3_a5
R. I. Parovik. Implementation of the modified Test 0-1 algorithm for the analysis of chaotic modes of the fractional Duffing oscillator. Vestnik KRAUNC. Fiziko-matematičeskie nauki, Tome 44 (2023) no. 3, pp. 67-85. http://geodesic.mathdoc.fr/item/VKAM_2023_44_3_a5/

[1] Lichtenberg A. J., Lieberman M. A., Regular and chaotic dynamics, v. 38, Springer Science Business Media, New York, 2013, 692 pp. DOI:10.1007/978-1-4757-2184-3 | MR

[2] Petras I, Fractional-Order Nonlinear Systems: Modeling, Analysis and Simulation, Springer, Berlin, 2011, 218 pp. DOI:10.1007/978-3-642-18101-6 | MR | Zbl

[3] Volterra V., Functional theory, integral and integro-differential equations, Dover Publications, New York, 2005, 288 pp. | MR

[4] Gottwald G. A., Melbourne I., “Testing for chaos in deterministic systems with noise”, Physica D: Nonlinear Phenomena, 212:1-2 (2005), 100-110 DOI:10.1016/j.physd.2005.09.011 | DOI | MR | Zbl

[5] Hu J., Tung W. W., Gao J., Cao Y., “Reliability of the 0-1 test for chaos”, Physical Review E, 72:5 (2005), 056207 DOI:10.1103/PhysRevE.72.056207 | DOI

[6] Falconer I., Gottwald G. A., Melbourne I., Wormnes K., “Application of the 0-1 test for chaos to experimental data”, SIAM Journal on Applied Dynamical Systems, 6:2 (2007), 395-402 DOI:10.1137/060672571 | DOI | MR | Zbl

[7] Gottwald G. A., Melbourne I., “On the implementation of the 0–1 test for chaos”, SIAM Journal on Applied Dynamical Systems, 8:1 (2009), 129-145 DOI:10.1137/080718851 | DOI | MR | Zbl

[8] Gottwald G. A., Melbourne I., “The 0-1 test for chaos: A review”, Chaos detection and predictability, 2016, 221-247 DOI:10.1007/s40430-015-0453-y | DOI

[9] Marszalek W., Walczak M., Sadecki J., “Testing deterministic chaos: Incorrect results of the 0–1 test and how to avoid them”, IEEE Access, 7 (2019), 183245-183251 DOI:10.1109/ACCESS.2019.2960378 | DOI

[10] Walczak M., Marszalek W., Sadecki J., “Using the 0-1 test for chaos in nonlinear continuous systems with two varying parameters: Parallel computations”, IEEE Access, 7 (2019), 154375-154385 DOI:10.1109/ACCESS.2019.2948989 | DOI

[11] Ouannas A., Khennaoui A. A., Momani S., Grassi G., Pham V. T., El-Khazali, R., Vo Hoang D., “A quadratic fractional map without equilibria: Bifurcation, 0–1 test, complexity, entropy, and control”, Electronics, 9:5 (2020), 748 DOI:10.3390/electronics9050748 | DOI

[12] Fouda J. S.A.E., Bodo B., Sabat S. L., Effa J. Y., “A modified 0-1 test for chaos detection in oversampled time series observations”, International Journal of Bifurcation and Chaos, 24:5 (2014), 1450063 DOI:10.1142/S0218127414500631 | DOI | MR | Zbl

[13] Wontchui T. T., Effa J. Y., Fouda H. P. E., Fouda, J. S. A. E., “Dynamical behavior of Peter-De-Jong map using the modified (0-1) and 3ST tests for chaos. Annual Review of Chaos Theory”, Bifurcations and Dynamical Systems, 7, 1-21

[14] Kim V., Parovik R., “Mathematical model of fractional Duffing oscillator with variable memory”, Mathematics, 8:11 (2020) DOI:10.3390/math8112063

[15] Kim V., Parovik R., “Application of the Explicit Euler Method for Numerical Analysis of a Nonlinear Fractional Oscillation Equation”, Fractal and Fractional, 6:5 (2022) DOI:10.3390/fractalfract6050274 | DOI

[16] Kim V., Parovik R., “Some aspects of the numerical analysis of a fractional duffing oscillator with a fractional variable order derivative of the Riemann-Liouville type”, AIP Conference Proceedings, 2467 (2022) DOI:10.1063/5.0092344

[17] Kim V., Parovik R., “Implicit finite-difference scheme for a Duffing oscillator with a derivative of variable fractional order of the Riemann-Liouville type”, Mathematics, 11:3 (2023) DOI:10.3390/math11030558

[18] Kovacic I., Brennan M. J., The Duffing equation: nonlinear oscillators and their behaviour, John Wiley Sons, New York, 2011, 623 pp. | MR | Zbl

[19] Coimbra C. F. M., “Mechanics with variable-order differential operators”, Annalen der Physik, 12:11–12 (2003), 692–703 DOI:10.1002/andp.200310032 | DOI | MR | Zbl

[20] Ortigueira M. D., Valerio D., Machado J. T., “Variable order fractional systems”, Communications in Nonlinear Science and Numerical Simulation, 71 (2019), 231–243 DOI:10.1016/j.cnsns.2018.12.003 | DOI | MR | Zbl

[21] Patnaik S., Hollkamp J. P., Semperlotti F., “Applications of variable-order fractional operators: a review”, Proceedings of the Royal Society A, 476:2234 (2020), 20190498 DOI:10.1098/rspa.2019.0498 | DOI | MR | Zbl

[22] Nakhushev A. M., Drobnoe ischislenie i ego primenenie, Fizmatlit, Moskva, 2003, 272 pp.

[23] Kilbas A. A., Srivastava H. M., Trujillo J. J., Theory and Applications of Fractional Differential Equations, v. 204, Elsevier Science Limited, Amsterdam, 2006, 523 pp. | MR | Zbl

[24] Uchaikin V. V., Fractional Derivatives for Physicists and Engineers. Background and Theory, v. I, Springer, Berlin, 2013, 373 pp. DOI:10.1007/978-3-642-33911-0 | MR | Zbl

[25] Syta A., Litak G., Lenci, S., Scheffler M., “Chaotic vibrations of the Duffing system with fractional damping”, Chaos: An Interdisciplinary Journal of Nonlinear Science, 24:1 (2014) DOI:10.1063/1.4861942 | DOI | MR | Zbl

[26] Xin B., Li Y., “0-1 Test for Chaos in a Fractional Order Financial System with Investment Incentive”, Abstract and Applied Analysis, 2013 (2013), 876298 DOI:10.1155/2013/876298 | MR | Zbl

[27] Diethelm K., Ford N. J., Freed A. D., “A predictor-corrector approach for the numerical solution of fractional differential equations”, Nonlinear Dynamics, 29:1-4 (2002), 3-22 DOI:10.1023/A:1016592219341 | DOI | MR | Zbl

[28] Yang C., Liu F., “A computationally effective predictor-corrector method for simulating fractional order dynamical control system”, ANZIAM Journal, 47 (2005), 168-184 DDOI:10.21914/anziamj.v47i0.1037 | DOI | MR

[29] Garrappa R., “Numerical solution of fractional differential equations: A survey and a software tutorial”, Mathematics, 6:2 (2018), 016 DOI:10.3390/math6020016 | DOI

[30] Parovik R. I., Yakovleva T. P., “Construction of maps for dynamic modes and bifurcation diagrams in nonlinear dynamics using the Maple computer mathematics software package”, Journal of Physics: Conference Series, 2373 (2022), 52022 DOI:10.1088/1742-6596/2373/5/052022 | DOI | MR