Journal of Applied Nonlinear Dynamics
Chaos in Incommensurate Fractional Order Systems: A Computational Study
Journal of Applied Nonlinear Dynamics 15(4) (2026) 963--978 | DOI:10.5890/JAND.2026.12.011
A. Sai Lekshmi, V. Balakumar
Department of Mathematics, National Institute of Technology Puducherry, Karaikal$-$609 609, India
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Abstract
This article explores the intricate dynamics of incommensurate chaotic systems involving the Caputo fractional derivative as fractional dynamics are particularly suited for capturing complex behaviors in real-world nonlinear systems with memory properties. Initially, we provide Hopf bifurcation analysis which indicates insights into the rich temporal evolution and nonlinear dynamical behavior of these systems. Further, a fractional version of the Runge-Kutta method is employed for the first time to numerically analyze these systems, enabling a thorough investigation of how system parameters and fractional orders influence the emergence and transition of chaos. Numerical simulations, illustrated through phase portraits, reveal the formation of rich chaotic attractors. Additionally, We characterize the systems' stability and chaotic regimes using Lyapunov exponent computations, Poincaré sections, bifurcation diagrams, and maximum Lyapunov exponent spectra.
Acknowledgments
The authors would like to express their sincere gratitude to the anonymous reviewers for their valuable comments and constructive suggestions, which have significantly improved the quality and clarity of the article.
References
-
| [1]  | Tang, T.Q., Shah, Z., Jan, R., and Alzahrani, E. (2022), Modeling the dynamics of tumor–immune cells interactions via fractional calculus, The European Physical Journal Plus, 137(3), 367.
|
-
| [2]  | Hilfer, R. (2000), Applications of fractional calculus in physics, World Scientific.
|
-
| [3]  | Tenreiro Machado, J., Silva, M.F., Barbosa, R.S., Jesus, I.S., Reis, C.M., Marcos, M.G., and Galhano, A.F. (2010), Some applications of fractional calculus in engineering, Mathematical Problems in Engineering, 2010(1), 639801.
|
-
| [4]  | Naifar, O. and Makhlouf, A.B. (2022), Fractional order systems–control theory and applications, Springer.
|
-
| [5]  | Su, N. (2020), Fractional calculus for hydrology, soil science and geomechanics: an introduction to applications, CRC Press.
|
-
| [6]  | Singh, A.P. and Bingi, K. (2024), Applications of fractional-order calculus in robotics, Fractal and Fractional, 8(7), 403.
|
-
| [7]  | Abbes, A., Ouannas, A., Shawagfeh, N., and Khennaoui, A.A. (2022), Incommensurate fractional discrete neural network: chaos and complexity, The European Physical Journal Plus, 137(2), 235.
|
-
| [8]  | Joshi, M., Bhosale, S., and Vyawahare, V.A. (2023), A survey of fractional calculus applications in artificial neural networks, Artificial Intelligence Review, 1–54.
|
-
| [9]  | Liu, Y., Li, L., and Feng, Y. (2016), Finite-time synchronization for high-dimensional chaotic systems and its application to secure communication, Journal of Computational and Nonlinear Dynamics, 11(5), 051028.
|
-
| [10]  | Gokcay, E. and Tora, H. (2024), A novel data encryption method using an interlaced chaotic transform, Expert Systems with Applications, 237, 121494.
|
-
| [11]  | Lu, H., Teng, L., and Du, L. (2024), Image encryption with 1D-MS chaotic systems and improved zigzag disambiguation, The European Physical Journal Plus, 139(4), 350.
|
-
| [12]  | Gupta, V. (2023), Application of chaos theory for arrhythmia detection in pathological databases, International Journal of Medical Engineering and Informatics, 15(2), 191–202.
|
-
| [13]  | Adelakun, A.O. and Ogunjo, S.T. (2024), Active control and electronic simulation of a novel fractional order chaotic jerk system, Communications in Nonlinear Science and Numerical Simulation, 130, 107734.
|
-
| [14]  | Debbouche, N., Ouannas, A., Momani, S., Cafagna, D., and Pham, V.T. (2021), Fractional-order biological system: chaos, multistability and coexisting attractors, The European Physical Journal Special Topics, 231, 1061-1070.
|
-
| [15]  | Tacha, O., Munoz-Pacheco, J., Zambrano-Serrano, E., Stouboulos, I., and Pham, V.T. (2018), Determining the chaotic behavior in a fractional-order finance system with negative parameters, Nonlinear Dynamics, 94, 1303–1317.
|
-
| [16]  | Liu, J., Zhang, P., Gui, H., Xing, T., Liu, H., and Zhang, C. (2024), Resonance study of fractional-order strongly nonlinear duffing systems, Indian Journal of Physics, 98, 3317–3326.
|
-
| [17]  | Njoya, A., Kengne, R., Razafimandimby, P.A., and Bouetou, T.B. (2024), On the network of three fractional-order two-stage colpitts oscillators with different time delays: synchronization time and application in cryptography, International Journal of Dynamics and Control, 12(4), 1017–1033.
|
-
| [18]  | Yang, F. and Li, P. (2021), Characteristics analysis of the fractional-order chaotic memristive circuit based on Chua's circuit, Mobile Networks and Applications, 26(5), 1862–1870.
|
-
| [19]  | Ding, D., Zhu, A., Yang, Z., Hu, Y., Zhang, H., and Zhang, X. (2022), Multistability analysis and color image encryption application of a fractional-order hyperchaotic system with double coupled memristors, The European Physical Journal Plus, 137(6), 682.
|
-
| [20]  | Razminia, A., Majd, V.J., and Baleanu, D. (2011), Chaotic incommensurate fractional order Rössler system: active control and synchronization, Advances in Difference Equations, 2011(15).
|
-
| [21]  | Tavazoei, M.S. and Haeri, M. (2007), A necessary condition for double scroll attractor existence in fractional-order systems, Physics Letters A, 367(1-2), 102–113.
|
-
| [22]  | Deshpande, A.S. and Daftardar-Gejji, V. (2017), On disappearance of chaos in fractional systems, Chaos, Solitons & Fractals, 102, 119–126.
|
-
| [23]  | Peng, D., Sun, K., He, S., and Alamodi, A.O. (2019), What is the lowest order of the fractional-order chaotic systems to behave chaotically?, Chaos, Solitons & Fractals, 119, 163–170.
|
-
| [24]  | Sun, H., Abdelwahab, A., and Onaral, B. (1984), Linear approximation of transfer function with a pole of fractional power, IEEE Transactions on Automatic Control, 29(5), 441–444.
|
-
| [25]  | Tavazoei, M.S. and Haeri, M. (2008), Limitations of frequency domain approximation for detecting chaos in fractional order systems, Nonlinear Analysis: Theory, Methods & Applications, 69(4), 1299–1320.
|
-
| [26]  | Caponetto, R. and Fazzino, S. (2013), An application of Adomian decomposition for analysis of fractional-order chaotic systems, International Journal of Bifurcation and Chaos, 23(03), 1350050.
|
-
| [27]  | Diethelm, K., Ford, N.J., and Freed, A.D. (2002), A predictor-corrector approach for the numerical solution of fractional differential equations, Nonlinear Dynamics, 29, 3–22.
|
-
| [28]  | Wang, S. and Yu, Y. (2012), Application of multistage homotopy-perturbation method for the solutions of the chaotic fractional order systems, International Journal of Nonlinear Science, 13(1), 3–14.
|
-
| [29]  | Hajipour, M., Jajarmi, A., and Baleanu, D. (2018), An efficient nonstandard finite difference scheme for a class of fractional chaotic systems, Journal of Computational and Nonlinear Dynamics, 13(2), 021013.
|
-
| [30]  | Milici, C., Tenreiro Machado, J., and Drăgănescu, G. (2020), Application of the Euler and Runge–Kutta generalized methods for FDE and symbolic packages in the analysis of some fractional attractors, International Journal of Nonlinear Sciences and Numerical Simulation, 21(2), 159–170.
|
-
| [31]  | Milici, C., Drăgănescu, G., and Machado, J.T. (2018), Introduction to fractional differential equations, Vol. 25, Springer.
|
-
| [32]  | Dai, D., Li, X., Li, Z., Zhang, W., and Wang, Y. (2023), Numerical simulation of the fractional-order Lorenz chaotic systems with Caputo fractional derivative, Computer Modeling in Engineering & Sciences, 135(2), 1371–1392.
|
-
| [33]  | Naveen, S. and Parthiban, V. (2024), Application of Newton's polynomial interpolation scheme for variable order fractional derivative with power-law kernel, Scientific Reports, 14(1), 16090.
|
-
| [34]  | Lekshmi, A.S. and Balakumar, V. (2024), Numerical investigation of fractional order chaotic systems using a new modified Runge-Kutta method, Physica Scripta, 99(10), 105225.
|
-
| [35]  | Diethelm, K. and Ford, N. (2010), The analysis of fractional differential equations- an application-oriented exposition using differential operators of caputo type, Vol. 2004, Springer.
|
-
| [36]  | Tavazoei, M.S. and Haeri, M. (2008), Chaotic attractors in incommensurate fractional order systems, Physica D: Nonlinear Phenomena, 237(20), 2628–2637.
|
-
| [37]  | Deng, W., Li, C., and Lü, J. (2007), Stability analysis of linear fractional differential system with multiple time delays, Nonlinear Dynamics, 48, 409–416.
|
-
| [38]  | Majee, S., Adak, S., Jana, S., Mandal, M., and Kar, T.K. (2022), Complex dynamics of a fractional-order SIR system in the context of COVID-19, Journal of Applied Mathematics and Computing, 68(6), 4051--4074.
|
-
| [39]  | Danca, M.F. (2021), Matlab code for Lyapunov exponents of fractional-order systems, Part II: the non-commensurate case, International Journal of Bifurcation and Chaos, 31(12), 2150187.
|
-
| [40]  | Jun-Guo, L. (2005), Chaotic dynamics and synchronization of fractional-order Genesio–Tesi systems, Chinese Physics, 14(8), 1517.
|
-
| [41]  | Petráš, I. (2011), Fractional-order nonlinear systems: modeling, analysis and simulation, Springer Science & Business Media.
|
-
| [42]  | Sheu, L.J., Chen, H.K., Leonov, G.A., Chen, J.H., Tam, L.M., Chen, W.C., Lin, K.T., and Kang, Y. (2008), Chaos in the Newton–Leipnik system with fractional order, Chaos, Solitons & Fractals, 36(1), 98–103.
|
-
| [43]  | Chen, W.C. (2008), Nonlinear dynamics and chaos in a fractional-order financial system, Chaos, Solitons & Fractals, 36(5), 1305–1314.
|