Numerical Analysis of Abel Equations and Fractional-Order Chen Systems Using an Adaptive P–C Method
Keywords:
The adaptive (P-C) method, Numerical solution, Generalized fractional derivatives, ChaosAbstract
This study is presented to solve the Abel differential equation in canonical form and the four-dimensional fractional order Chen system under generalized Caputo-type derivatives by applying the adaptive predictor-corrector method, known as the adaptive (P-C) method. Additionally, it conducts a comparative analysis between the proposed technique and the Runge-Kutta Fourth Order (RK4) method. The findings reveal the effectiveness of the proposed approach, generating solutions that closely match the approximate results obtained via the Runge-Kutta Fourth Order (RK4) method. As a result, extending this methodology to a wide array of systems becomes feasible, enhancing the results' precision. Furthermore, this method exhibits utility in accurately identifying instances of attractor chaos through empirical demonstrations. In prospective applications, this method holds promise for numerically solving diverse models relevant to science and engineering.
References
“Application of Fractional Calculus in Iterative Sliding Mode Synchronization Control.” Archives of Electrical Engineering, January 2, 2024. https://doi.org/10.24425/aee.2020.133915.
Gorenflo, R., and F. Mainardi. “Fractional Calculus.” Fractals and Fractional Calculus in Continuum Mechanics, 1997, 223–76. https://doi.org/10.1007/978-3-7091-2664-6_5.
Humberto, Rafeiro, and Stefan Samko. “Fractional Integrals and Derivatives: Mapping Properties.” Fractional Calculus and Applied Analysis 19, no. 3 (June 2016): 580–607. https://doi.org/10.1515/fca-2016-0032.
Dudkowski, Dawid, Sajad Jafari, Tomasz Kapitaniak, Nikolay V. Kuznetsov, Gennady A. Leonov, and Awadhesh Prasad. “Hidden Attractors in Dynamical Systems.” Physics Reports 637 (June 2016): 1–50. https://doi.org/10.1016/j.physrep.2016.05.002.
Xu, Guanghui, Yasser Shekofteh, Akif Akgül, Chunbiao Li, and Shirin Panahi. “A New Chaotic System with a Self-Excited Attractor: Entropy Measurement, Signal Encryption, and Parameter Estimation.” Entropy 20, no. 2 (January 27, 2018): 86. https://doi.org/10.3390/e20020086.
Lai, Qiang, Akif Akgul, Chunbiao Li, Guanghui Xu, and Ünal Çavuşoğlu. “A New Chaotic System with Multiple Attractors: Dynamic Analysis, Circuit Realization and S-Box Design.” Entropy 20, no. 1 (December 27, 2017): 12. https://doi.org/10.3390/e20010012.
Petráš, Ivo. “A Note on the Fractional-Order Chua’s System.” Chaos, Solitons & Fractals 38, no. 1 (October 2008): 140–47. https://doi.org/10.1016/j.chaos.2006.10.054.
Abd El-Maksoud, Ahmed J., Ayman A. Abd El-Kader, Bahy G. Hassan, Nader G. Rihan, Mohamed F. Tolba, Lobna A. Said, Ahmed G. Radwan, and Mohamed F. Abu-Elyazeed. “FPGA Implementation of Sound Encryption System Based on Fractional-Order Chaotic Systems.” Microelectronics Journal 90 (August 2019): 323–35. https://doi.org/10.1016/j.mejo.2019.05.005.
Kumar, Sunil, Ranbir Kumar, Carlo Cattani, and Bessem Samet. “Chaotic Behaviour of Fractional Predator-Prey Dynamical System.” Chaos, Solitons & Fractals 135 (June 2020): 109811. https://doi.org/10.1016/j.chaos.2020.109811.
Toufik, Mekkaoui, and Abdon Atangana. “New Numerical Approximation of Fractional Derivative with Non-Local and Non-Singular Kernel: Application to Chaotic Models.” The European Physical Journal Plus 132, no. 10 (October 2017). https://doi.org/10.1140/epjp/i2017-11717-0.
Yadav, Pooja, Shah Jahan, and Kottakkaran Sooppy Nisar. “Fractional Order Mathematical Model of Ebola Virus under Atangana–Baleanu–Caputo Operator.” Results in Control and Optimization 13 (December 2023): 100332. https://doi.org/10.1016/j.rico.2023.100332.
Guirao, Juan L. G., Rashid Jan, Dumitru Baleanu, Pshtiwan Othman Mohammed, Farah Aini Abdullah, and Nejmeddine Chorfi. “Some Fractional-Order Modeling and Analysis of the Transmission Dynamics Together with Prevention Controls.” The European Physical Journal Special Topics, June 18, 2024. https://doi.org/10.1140/epjs/s11734-024-01197-0.
Ghanbari, Behzad, and Abdon Atangana. “Some New Edge Detecting Techniques Based on Fractional Derivatives with Non-Local and Non-Singular Kernels.” Advances in Difference Equations 2020, no. 1 (August 24, 2020). https://doi.org/10.1186/s13662-020-02890-9.
Jan, Rashid, Hakima Degaichia, Salah Boulaaras, Ziad Ur Rehman, and Salma Bahramand. “Qualitative and Quantitative Analysis of Vector-Borne Infection through Fractional Framework.” Discrete and Continuous Dynamical Systems - S 0, no. 0 (2024): 0–0. https://doi.org/10.3934/dcdss.2024067.
Guma, F. E., Badawy, O. M., Musa, A. G., Mohammed, B. O., Abdoon, M. A., Berir, M., & Salih, S. Y. M. (2023). Risk factors for death among COVID-19 Patients admitted to isolation Units in Gedaref state, Eastern Sudan: a retrospective cohort study. Journal of Survey in Fisheries Sciences, 10(3s), 712-722.
Hammouch, Zakia, and Toufik Mekkaoui. “Approximate Analytical Solution to a Time-Fractional Zakharov-Kuznetsov Equation.” International Journal of Physical Research 1, no. 2 (May 17, 2013). https://doi.org/10.14419/ijpr.v1i2.849.
Abdoon, Mohamed A., and Faeza Lafta Hasan. “Advantages of the Differential Equations for Solving Problems in Mathematical Physics with Symbolic Computation.” Mathematical Modelling of Engineering Problems 09, no. 01 (February 28, 2022): 268–76. https://doi.org/10.18280/mmep.090133.
Abdoon, Mohamed A., Faeza Lafta Hasan, and Nidal E. Taha. “Computational Technique to Study Analytical Solutions to the Fractional Modified KDV-Zakharov-Kuznetsov Equation.” Edited by Devendra Kumar. Abstract and Applied Analysis 2022 (June 20, 2022): 1–9. https://doi.org/10.1155/2022/2162356.
Yang, Zhen, Yinzhe Liu, Yuqi Wu, Yunliang Qi, Fengyuan Ren, and Shouliang Li. “A High Speed Pseudo-Random Bit Generator Driven by 2D-Discrete Hyperchaos.” Chaos, Solitons & Fractals 167 (February 2023): 113039. https://doi.org/10.1016/j.chaos.2022.113039.
Weera, Wajaree, Chantapish Zamart, Zulqurnain Sabir, Muhammad Asif Zahoor Raja, Afaf S. Alwabli, S. R. Mahmoud, Supreecha Wongaree, and Thongchai Botmart. “Fractional Order Environmental and Economic Model Investigations Using Artificial Neural Network.” Computers, Materials & Continua 74, no. 1 (2023): 1735–48. https://doi.org/10.32604/cmc.2023.032950.
Ahmed, Shahid, Kamal Shah, Shah Jahan, and Thabet Abdeljawad. “An Efficient Method for the Fractional Electric Circuits Based on Fibonacci Wavelet.” Results in Physics 52 (September 2023): 106753. https://doi.org/10.1016/j.rinp.2023.106753.
Alexan, Wassim, Nader Alexan, and Mohamed Gabr. “Multiple-Layer Image Encryption Utilizing Fractional-Order Chen Hyperchaotic Map and Cryptographically Secure PRNGs.” Fractal and Fractional 7, no. 4 (March 26, 2023): 287. https://doi.org/10.3390/fractalfract7040287.
Stamov, Gani, and Ivanka Stamova. “Extended Stability and Control Strategies for Impulsive and Fractional Neural Networks: A Review of the Recent Results.” Fractal and Fractional 7, no. 4 (March 27, 2023): 289. https://doi.org/10.3390/fractalfract7040289.
Zhang, Xuefeng, Driss Boutat, and Dayan Liu. “Applications of Fractional Operator in Image Processing and Stability of Control Systems.” Fractal and Fractional 7, no. 5 (April 28, 2023): 359. https://doi.org/10.3390/fractalfract7050359.
El Guma, F., Abdoon, M. A., Abdalla, S. J. M., Alharbi, S. A., Alsemiry, R. D., Allogmany, R., & Al-Kuleab, N. (2025). Fractional-order modeling of influenza dynamics: Impact of memory effect and severity-based variations. International Journal of Biomathematics, 2550127.
Abdoon, M. A., Berir, M., Qazza, A., Saadeh, R., & Guma, F. E. (2023, May). Correction to: A Comparative Numerical Study of a Classical Model and Fractional Model for Leishmaniasis. In The International Arab Conference on Mathematics and Computations (pp. C1-C1). Singapore: Springer Nature Singapore.
Lei, Tengfei, Beixing Mao, Xuejiao Zhou, and Haiyan Fu. “Dynamics Analysis and Synchronous Control of Fractional-Order Entanglement Symmetrical Chaotic Systems.” Symmetry 13, no. 11 (October 21, 2021): 1996. https://doi.org/10.3390/sym13111996.
Rahman, Zain-Aldeen S. A., Basil H. Jasim, Yasir I. A. Al-Yasir, and Raed A. Abd-Alhameed. “High-Security Image Encryption Based on a Novel Simple Fractional-Order Memristive Chaotic System with a Single Unstable Equilibrium Point.” Electronics 10, no. 24 (December 16, 2021): 3130. https://doi.org/10.3390/electronics10243130.
Almutairi, Najat, and Sayed Saber. “On Chaos Control of Nonlinear Fractional Newton-Leipnik System via Fractional Caputo-Fabrizio Derivatives.” Scientific Reports 13, no. 1 (December 20, 2023). https://doi.org/10.1038/s41598-023-49541-z.
Matouk, A. E., T. N. Abdelhameed, D. K. Almutairi, M. A. Abdelkawy, and M. A. E. Herzallah. “Existence of Self-Excited and Hidden Attractors in the Modified Autonomous Van Der Pol-Duffing Systems.” Mathematics 11, no. 3 (January 22, 2023): 591. https://doi.org/10.3390/math11030591.
I. Podlubny, “Fractional differential equations,” Mathematics in Science and Engineering, Academic Press, New York, NY, USA, 1999.
A. A. Kilbas, H. M. Srivastava, and J. J. Trujillo, 1eory and Applications of Fractional Differential Equations, NorthHolland Mathematics Studies, Elsevier, Amsterdam, Netherlands, 2006.
Gómez-Aguilar, José, María López-López, Victor Alvarado-Martínez, Dumitru Baleanu, and Hasib Khan. “Chaos in a Cancer Model via Fractional Derivatives with Exponential Decay and Mittag-Leffler Law.” Entropy 19, no. 12 (December 19, 2017): 681. https://doi.org/10.3390/e19120681.
Atangana, Abdon, and Dumitru Baleanu. “New Fractional Derivatives with Nonlocal and Non-Singular Kernel: Theory and Application to Heat Transfer Model.” Thermal Science 20, no. 2 (2016): 763–69. https://doi.org/10.2298/tsci160111018a.
M. Caputo and M. Fabrizio, “A new definition of fractional derivative without singular kernel,” Progress in Fractional Differentiation and Applications, vol. 1, no. 2, pp. 1–15, 2015.
Abdoon, Mohamed A., Rania Saadeh, Mohammed Berir, Fathelrhman EL Guma, and Mawada ali. “Analysis, Modeling and Simulation of a Fractional-Order Influenza Model.” Alexandria Engineering Journal 74 (July 2023): 231–40. https://doi.org/10.1016/j.aej.2023.05.011.
Uçar, Sümeyra, Esmehan Uçar, Necati Özdemir, and Zakia Hammouch. “Mathematical Analysis and Numerical Simulation for a Smoking Model with Atangana–Baleanu Derivative.” Chaos, Solitons & Fractals 118 (January 2019): 300–306. https://doi.org/10.1016/j.chaos.2018.12.003.
Atangana, Abdon, and J.F. Gómez-Aguilar. “Hyperchaotic Behaviour Obtained via a Nonlocal Operator with Exponential Decay and Mittag-Leffler Laws.” Chaos, Solitons & Fractals 102 (September 2017): 285–94. https://doi.org/10.1016/j.chaos.2017.03.022.
Petráš, Ivo. “A Note on the Fractional-Order Chua’s System.” Chaos, Solitons & Fractals 38, no. 1 (October 2008): 140–47. https://doi.org/10.1016/j.chaos.2006.10.054.
Danca, Marius-F., and Nikolay Kuznetsov. “Matlab Code for Lyapunov Exponents of Fractional-Order Systems.” International Journal of Bifurcation and Chaos 28, no. 05 (May 2018): 1850067. https://doi.org/10.1142/s0218127418500670.
Rajagopal, Karthikeyan, Sundarapandian Vaidyanathan, Anitha Karthikeyan, and Prakash Duraisamy. “Dynamic Analysis and Chaos Suppression in a Fractional Order Brushless DC Motor.” Electrical Engineering 99, no. 2 (October 8, 2016): 721–33. https://doi.org/10.1007/s00202-016-0444-8.
Rajagopal, Karthikeyan, Anitha Karthikeyan, and Prakash Duraisamy. “Hyperchaotic Chameleon: Fractional Order FPGA Implementation.” Complexity 2017 (2017): 1–16. https://doi.org/10.1155/2017/8979408.
Diouf, Mamadou, and Ndolane Sene. “Analysis of the Financial Chaotic Model with the Fractional Derivative Operator.” Complexity 2020 (June 29, 2020): 1–14. https://doi.org/10.1155/2020/9845031.
Chen, Wei-Ching. “Nonlinear Dynamics and Chaos in a Fractional-Order Financial System.” Chaos, Solitons & Fractals 36, no. 5 (June 2008): 1305–14. https://doi.org/10.1016/j.chaos.2006.07.051.
Rajagopal, Karthikeyan, Akif Akgul, Sajad Jafari, Anitha Karthikeyan, Unal Cavusoglu, and Sezgin Kacar. “An Exponential Jerk System, Its Fractional-Order Form with Dynamical Analysis and Engineering Application.” Soft Computing 24, no. 10 (September 26, 2019): 7469–79. https://doi.org/10.1007/s00500-019-04373-w.
Sene, Ndolane. “Analysis of a Fractional-Order Chaotic System in the Context of the Caputo Fractional Derivative via Bifurcation and Lyapunov Exponents.” Journal of King Saud University - Science 33, no. 1 (January 2021): 101275. https://doi.org/10.1016/j.jksus.2020.101275.
Owolabi, Kolade M., José Francisco Gómez-Aguilar, G. Fernández-Anaya, J. E. Lavín-Delgado, and E. Hernández-Castillo. “Modelling of Chaotic Processes with Caputo Fractional Order Derivative.” Entropy 22, no. 9 (September 14, 2020): 1027. https://doi.org/10.3390/e22091027.
Sene, N. “Mathematical Views of the Fractional Chua’s Electrical Circuit Described by the Caputo-Liouville Derivative.” Revista Mexicana de Física 67, no. 1 Jan-Feb (January 7, 2021): 91–99. https://doi.org/10.31349/revmexfis.67.91.
Odibat, Zaid, and Dumitru Baleanu. “Numerical Simulation of Initial Value Problems with Generalized Caputo-Type Fractional Derivatives.” Applied Numerical Mathematics 156 (October 2020): 94–105. https://doi.org/10.1016/j.apnum.2020.04.015.
U.N. Katugampola, Existence and uniqueness results for a class of generalized fractional differential equations, arXiv:1411.5229, 2014.
Almeida, Ricardo, Agnieszka B. Malinowska, and Tatiana Odzijewicz. “Fractional Differential Equations With Dependence on the Caputo–Katugampola Derivative.” Journal of Computational and Nonlinear Dynamics 11, no. 6 (September 16, 2016). https://doi.org/10.1115/1.4034432.
K. Diethelm, N. Ford, A. Freed, A predictor-corrector approach for the numerical solution of fractional differential equations, Nonlinear Dyn. 29 (2002)3–22
Elias, Uri. “Qualitative Analysis of a Differential Equation of Abel.” The American Mathematical Monthly 115, no. 2 (February 2008): 147–49. https://doi.org/10.1080/00029890.2008.11920508.
Ali, M., Alzahrani, S. M., Saadeh, R., Abdoon, M. A., Qazza, A., Al-kuleab, N., & Guma, F. E. (2024). Modeling COVID-19 spread and non-pharmaceutical interventions in South Africa: A stochastic approach. Scientific African, 24, e02155.
Abdulkream Alharbi, S., A. Abdoon, M., Saadeh, R., Alsemiry, R. D., Allogmany, R., Berir, M., & EL Guma, F. (2024). Modeling and analysis of visceral leishmaniasis dynamics using fractional‐order operators: A comparative study. Mathematical Methods in the Applied Sciences, 47(12), 9918-9937.
Elbadri, Mohamed, Mohamed A. Abdoon, Mohammed Berir, and Dalal Khalid Almutairi. “A Numerical Solution and Comparative Study of the Symmetric Rossler Attractor with the Generalized Caputo Fractional Derivative via Two Different Methods.” Mathematics 11, no. 13 (July 5, 2023): 2997. https://doi.org/10.3390/math11132997.
Elbadri, Mohamed, Mohamed A. Abdoon, Mohammed Berir, and Dalal Khalid Almutairi. “A Symmetry Chaotic Model with Fractional Derivative Order via Two Different Methods.” Symmetry 15, no. 6 (May 25, 2023): 1151. https://doi.org/10.3390/sym15061151.
Gumaa, F. E., Abdoon, M. A., Qazza, A., Saadeh, R., Arishi, M. A., & Degoot, A. M. (2024). Analyzing the impact of control strategies on VisceralLeishmaniasis: a mathematical modeling perspective. European Journal of Pure and Applied Mathematics, 17(2), 1213-1227.
Ali, M., Guma, F. E., Qazza, A., Saadeh, R., Alsubaie, N. E., Althubyani, M., & Abdoon, M. A. (2024). Stochastic modeling of influenza transmission: Insights into disease dynamics and epidemic management. Partial Differential Equations in Applied Mathematics, 11, 100886.

