Abstract
In this manuscript, we study the averaging principle for a class of neutral fractional stochastic differential equations. Firstly, the existence and uniqueness of solution are discussed by applying the principle of contraction mapping. Secondly, the averaging principle in the sense of \(L^{p}\) is studied by using the Jensen’s inequality, Hölder inequality, Burkholder–Davis–Gundy inequality, Grönwall–Bellman inequality and interval translation technique. In addition, we give an example and numerical simulations to analyze the theoretical results.
Similar content being viewed by others
References
Ahmed, H.M., El-Borai, M.M.: Hilfer fractional stochastic integro-differential equations. Appl. Math. Comput. 331, 182–189 (2018)
Ahmed, H.M., Zhu, Q.X.: The averaging principle of Hilfer fractional stochastic delay differential equations with Poisson jumps. Appl. Math. Lett. 112, 106755 (2021)
Abouagwa, M., Aljoufi, L.S., Bantan, R.A.R., Khalaf, A.D., Elgarhy, M.: Mixed neutral Caputo fractional stochastic evolution equations with infinite delay: existence, uniqueness and averaging principle. Fractal Fract. 6(2), 105 (2022)
Aslam, M., Murtaza, R., Abdeljawad, T., Rahman, G., Khan, A., Khan, H., Gulzar, H.: A fractional order HIV/AIDS epidemic model with Mittag–Leffler kernel. Adv. Differ. Equ. 2021, 1–15 (2021)
Bogolyubov, N., Krylov, N.: New Methods in Linear Mechanics. GTTs, Kiev (1934)
Boufoussi, B., Hajji, S.: Neutral stochastic functional differential equations driven by a fractional Brownian motion in a Hilbert space. Stat. Probab. Lett. 82, 1549–1558 (2012)
Baleanu, D., Jafari, H., Khan, H., Johnston, S.J.: Results for mild solution of fractional coupled hybrid boundary value problems. Open Math. 13(1), 601–608 (2015)
Baleanu, D., Khan, H., Jafari, H., Khan, R.A.: On the exact solution of wave equations on cantor sets. Entropy 17(9), 6229–6237 (2015)
Begum, R., Tunc, O., Khan, H., Gulzar, H., Khan, A.: A fractional order Zika virus model with Mittag–Leffler kernel. Chaos Solitons Fractals 146, 110898 (2021)
Cerrai, S.: Averaging principle for systems of reaction–diffusion equations with polynomial nonlinearities perturbed by multiplicative noise. SIAM J. Math. Anal. 43(6), 2482–2518 (2011)
Caraballo, T., Diop, M.A.: Neutral stochastic delay partial functional integro-differential equations driven by a fractional Brownian motion. Front. Math. China 8(4), 745–760 (2013)
Cerrai, S., Freidlin, M.: Averaging principle for a class of stochastic reaction diffusion equations. Probab. Theory Relat. Fields 144, 137–177 (2009)
Cerrai, S.: A Khasminskii type averaging principle for stochastic reaction diffusion equations. Ann. Appl. Probab. 19, 899–948 (2009)
Dung, N.T.: Fractional stochastic differential equations with applications to finance. J. Math. Anal. Appl. 397(1), 334–348 (2013)
Dhayal, R., Malik, M., Abbas, S., Debbouche, A.: Optimal controls for second-order stochastic differential equations driven by mixed-fractional Brownian motion with impulses. Math. Methods Appl. Sci. 43, 4107–4124 (2020)
Duan, P.J., Ren, Y.: Solvability and stability for neutral stochastic integro-differential equations driven by fractional Brownian motion with impulses. Mediterr. J. Math. 15, 207 (2018)
Dineshkumar, C., Udhayakumar, R., Vijayakumar, V., Shukla, A., Nisar, K.S.: New discussion regarding approximate controllability for Sobolev-type fractional stochastic hemivariational inequalities of order \(r\in (1,2)\). Commun. Nonlinear Sci. Numer. Simul. 116, 106891 (2023)
Dineshkumar, C., Nisar, K.S., Udhayakumar, R., Vijayakumar, V.: New discussion about the approximate controllability of fractional stochastic differential inclusions with order \(1<r<2\). Asian J. Control 24(5), 2519–2533 (2022)
Dineshkumar, C., Udhayakumar, R., Vijayakumar, V., Nisar, K.S., Shukla, A.: A note on the approximate controllability of Sobolev type fractional stochastic integro-differential delay inclusions with order \(1<r<2\). Math. Comput. Simul. 190, 1003–1026 (2021)
Dineshkumar, C., Nisar, K.S., Udhayakumar, R., Vijayakumar, V.: A discussion on approximate controllability of Sobolev-type Hilfer neutral fractional stochastic differential inclusions. Asian J. Control 24(5), 2378–2394 (2022)
Dineshkumar, C., Udhayakumar, R., Vijayakumar, V., Nisar, K.S., Shukla, A., Abdel-Aty, A.H., Mahmoud, M., Mahmoud, E.E.: A note on existence and approximate controllability outcomes of Atangana–Baleanu neutral fractional stochastic hemivariational inequality. Results Phys. 38, 105647 (2022)
Gao, P.: Averaging principles for stochastic 2D Navier–Stokes equations. J. Stat. Phys. 186(2), 28 (2022)
Gao, P.: Averaging principle for complex Ginzburg–Landau equation perturbated by mixing random forces. SIAM J. Math. Anal. 53(1), 32–61 (2021)
Gao, P.: Averaging principle for stochastic Korteweg-de Vries equation. J. Differ. Equ. 267, 6872–6909 (2019)
Guo, Z.K., Xu, Y., Wang, W.F., Hu, J.H.: Averaging principle for stochastic differential equations with monotone condition. Appl. Math. Lett. 125, 107705 (2022)
Huang, J.Z., Luo, D.F.: Existence and controllability for conformable fractional stochastic differential equations with infinite delay via measures of noncompactness. Chaos 33(1), 013120 (2023)
Johnson, M., Vijayakumar, V., Nisar, K.S., Shukla, A., Botmart, T., Ganesh, V.: Results on the approximate controllability of Atangana–Baleanu fractional stochastic delay integro differential systems. Alex. Eng. J. 62, 211–222 (2023)
Khasminskii, R.Z.: On the principle of averaging the Itô stochastic differential equations. Kibernetika 4, 260–279 (1968)
Kavitha Williams, W., Vijayakumar, V., Udhayakumar, R., Panda, S.K., Nisar, K.S.: Existence and controllability of nonlocal mixed Volterra-Fredholm type fractional delay integro-differential equations of order \(1<r<2\). Numer. Methods Partial Differ. EqU. 1–21 (2020)
Khan, A., Shah, K., Abdeljawad, T., Alqudah, M.A.: Existence of results and computational analysis of a fractional order two strain epidemic model. Results Phys. 39, 105649 (2022)
Khan, H., Alzabut, J., Shah, A., He, Z., Etemad, S., Rezapour, S., Zada, A.: On fractal-fractional waterborne disease model: a study on theoretical and numerical aspects of solutions via simulations. Fractals 31(4), 2340055 (2023)
Khan, H., Alzabut, J., Baleanu, D., Alobaidi, G., Rehman, M.: Existence of solutions and a numerical scheme for a generalized hybrid class of n-coupled modified ABC-fractional differential equations with an application. AIMS Math. 8(3), 6609–6625 (2023)
Luo, D.F., Zhu, Q.X., Luo, Z.G.: A novel result on averaging principle of stochastic Hilfer-type fractional system involving non-Lipschitz coefficients. Appl. Math. Lett. 122, 107549 (2021)
Luo, D.F., Zhu, Q.X., Luo, Z.G.: An averaging principle for stochastic fractional differential equations with time-delays. Appl. Math. Lett. 105, 106290 (2020)
Luo, D.F., Tian, M.Q., Zhu, Q.X.: Some results on finite-time stability of stochastic fractional-order delay differential equations. Chaos Solitons Fractals 158, 111996 (2022)
Li, M.M., Wang, J.R.: Exploring delayed Mittag–Leffler type matrix functions to study finite time stability of fractional delay differential equations. Appl. Math. Comput. 324, 254–265 (2018)
Liu, J.K., Xu, W.: An averaging result for impulsive fractional neutral stochastic differential equations. Appl. Math. Lett. 114, 106892 (2021)
Li, Z., Yan, L.T.: Stochastic averaging for two-time-scale stochastic partial differential equations with fractional Brownian motion. Nonlinear Anal. Hybrid Syst. 31, 317–333 (2019)
Ma, Y.K., Vijayakumar, V., Shukla, A., Nisar, K.S., Thilagavathi, K., Nashine, H.K., Singh, A.K., Zakarya, M.: Discussion on the existence of mild solution for fractional derivative by Mittag–Leffler kernel to fractional stochastic neutral differential inclusions. Alex. Eng. J. 63, 271–282 (2023)
Shah, H., Elissa, N., Hasib, K., Haseena, G., Sina, E., Shahram, R., Mohammed, K.A.K.: On the stochastic modeling of COVID-19 under the environmental white noise. J. Funct. Spaces 2022, 1–9 (2022)
Shah, K., Sher, M., Ali, A., Abdeljawad, T.: On degree theory for non-monotone type fractional order delay differential equations. AIMS Math. 7(5), 9479–9492 (2022)
Shah, K., Abdalla, B., Abdeljawad, T., Gul, R.: Analysis of multipoint impulsive problem of fractional-order differential equations. Bound. Value Probl. 2023(1), 1–17 (2023)
Sathiyaraj, T., Fec̆kan, M., Wang, J.R.: Null controllability results for stochastic delay systems with delayed perturbation of matrices. Chaos Solitons Fractals 138, 109927 (2020)
Shen, G.J., Wu, J.L., Xiao, R.D., Yin, X.W.: An averaging principle for neutral stochastic fractional order differential equations with variable delays driven by Lévy noise. Stoch. Dyn. 22(4), 2250009 (2022)
Sivasankar, S., Udhayakumar, R., Muthukumaran, V.: A new conversation on the existence of Hilfer fractional stochastic Volterra–Fredholm integro-differential inclusions via almost sectorial operators. Nonlinear Anal. Model. Control 28(2), 288–307 (2023)
Sivasankar, S., Udhayakumar, R., Kishor, M.H., Alhazmi, S.E., Al-Omari, S.: A new result concerning nonlocal controllability of Hilfer fractional stochastic differential equations via almost sectorial operators. Mathematics 11, 159 (2023)
Sivasankar, S., Udhayakumar, R.: Discussion on existence of mild solutions for Hilfer fractional neutral stochastic evolution equations via almost sectorial operators with delay. Qual. Theory Dyn. Syst. 22, 67 (2023)
Sivasankar, S., Udhayakumar, R., Muthukumaran, V., Madhrubootham, S., AlNemer, G., Elshenhab, A.M.: Existence of Sobolev-type Hilfer fractional neutral stochastic evolution hemivariational inequalities and optimal controls. Fractal Fract. 7, 303 (2023)
Sivasankar, S., Udhayakumar, R., Subramanian, V., AlNemer, G., Elshenhab, A.M.: Optimal control problems for Hilfer fractional neutral stochastic evolution hemivariational inequalities. Symmetry 15, 18 (2023)
Shah, A., Khan, R.A., Khan, A., Khan, H., Gómez-Aguilar, J.F.: Investigation of a system of nonlinear fractional order hybrid differential equations under usual boundary conditions for existence of solution. Math. Methods Appl. Sci. 44(2), 1628–1638 (2021)
Tamilalagan, P., Balasubramaniam, P.: Moment stability via resolvent operators of fractional stochastic differential inclusions driven by fractional Brownian motion. Appl. Math. Comput. 305, 299–307 (2017)
Tajadodi, H., Khan, A., Gómez-Aguilar, J.F., Khan, H.: Optimal control problems with Atangana–Baleanu fractional derivative. Optim. Control Appl. Methods 42(1), 96–109 (2021)
Vijayakumar, V., Ravichandran, C., Murugesu, R., Trujillo, J.J.: Controllability results for a class of fractional semilinear integro-differential inclusions via resolvent operators. Appl. Math. Comput. 247, 152–161 (2014)
Vijayakumar, V., Udhayakumar, R., Panda, S.K., Nisar, K.S.: Results on approximate controllability of Sobolev type fractional stochastic evolution hemivariational inequalities. Numer. Methods Partial Differ. Equ. 1–20 (2020)
Vijayakumar, V., Udhayakumar, R.: A new exploration on existence of Sobolev-type Hilfer fractional neutral integro-differential equations with infinite delay. Numer. Methods Partial Differ. Equ. 37(1), 750–766 (2021)
Wang, J.R., Luo, Z.J., Fec̆kan, M.: Relative controllability of semilinear delay differential systems with linear parts defined by permutable matrices. Eur. J. Control 38, 39–46 (2017)
Wang, X., Luo, D.F., Zhu, Q.X.: Ulam–Hyers stability of caputo type fuzzy fractional differential equations with time-delays. Chaos Solitons Fractals 156, 111822 (2022)
Xu, L.P., Li, Z.: Stochastic fractional evolution equations with fractional Brownian motion and infinite delay. Appl. Math. Comput. 336, 36–46 (2018)
Xu, Y., Duan, J.Q., Xu, W.: An averaging principle for stochastic dynamical systems with Lévy noise. Phys. D 240, 1395–1401 (2011)
Xu, Y., Yue, H.G., Wu, J.L.: On \(L^{p}\)-strong convergence of an averaging principle for non-Lipschitz slow-fast systems with Lévy noise. Appl. Math. Lett. 115, 106973 (2021)
Xu, W.J., Duan, J.Q., Xu, W.: An averaging principle for fractional stochastic differential equations with Lévy noise. Chaos 30, 083126 (2020)
Xu, W.J., Xu, W., Lu, K.: An averaging principle for stochastic differential equations of fractional order \(0 < \alpha < 1\). Fract. Calc. Appl. Anal. 23(3), 908–919 (2020)
Xu, W.J., Xu, W., Zhang, S.: The averaging principle for stochastic differential equations with Caputo fractional derivative. Appl. Math. Lett. 93, 79–84 (2019)
Xiao, G.L., Fec̆kan, M., Wang, J.R.: On the averaging principle for stochastic differential equations involving Caputo fractional derivative. Chaos 32, 101105 (2022)
You, Z.L., Fec̆kan, M., Wang, J.R.: Relative controllability of fractional delay differential equations via delayed perturbation of Mittag–Leffler functions. J. Comput. Appl. Math. 378, 112939 (2020)
Yang, D., Wang, J.R.: Non-instantaneous impulsive fractional-order implicit differential equations with random effects. Stoch. Anal. Appl. 35(4), 719–741 (2017)
Yan, Z.M., Lu, F.X.: Existence results for a new class of fractional impulsive partial neutral stochastic integro-differential equations with infinite delay. J. Appl. Anal. Comput. 5(3), 329–346 (2015)
Zeng, Y., Zhu, W.Q.: Stochastic averaging of quasi-linear systems driven by Poisson white noise. Probab. Eng. Mech. 25(1), 99–107 (2010)
Zeng, Y., Zhu, W.Q.: Stochastic averaging of n-dimensional non-linear dynamical systems subject to non-Gaussian wide-band random excitations. Int. J. Non-Linear Mech. 45(5), 572–586 (2010)
Zou, J., Luo, D.F., Li, M.M.: The existence and averaging principle for stochastic fractional differential equations with impulses. Math. Methods Appl. Sci. 1–18 (2022)
Zhou, Y., Vijayakumar, V., Ravichandran, C., Murugesu, R.: Controllability results for fractional order neutral functional differential inclusions with infinite delay. Fixed Point Theory 18(2), 773–798 (2017)
Acknowledgements
The authors sincerely thank the editors and reviewers for their valuable time reviewing this manuscript and for their insightful comments.
Funding
This work has been supported by the Natural Science Special Research Fund Project of Guizhou University (202002).
Author information
Authors and Affiliations
Contributions
JZ: writing, review and editing, software, formal analysis. DL: review, supervision, funding acquisition.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no known competing personal relationships or financial interests that might affect the work reported in this article.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zou, J., Luo, D. On the Averaging Principle of Caputo Type Neutral Fractional Stochastic Differential Equations. Qual. Theory Dyn. Syst. 23, 82 (2024). https://doi.org/10.1007/s12346-023-00916-7
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s12346-023-00916-7