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Weak random periodic solutions of random dynamical systems

Published online by Cambridge University Press:  12 July 2023

Wei Sun*
Affiliation:
Department of Mathematics and Statistics, Concordia University, Montreal, QC H3G 1M8, Canada
Zuo-Huan Zheng
Affiliation:
Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China e-mail: zhzheng@amt.ac.cn

Abstract

We first introduce the concept of weak random periodic solutions of random dynamical systems. Then, we discuss the existence of such periodic solutions. Further, we introduce the definition of weak random periodic measures and study their relationship with weak random periodic solutions. In particular, we establish the existence of invariant measures of random dynamical systems by virtue of their weak random periodic solutions. We use concrete examples to illustrate the weak random periodic phenomena of dynamical systems induced by random and stochastic differential equations.

Type
Article
Copyright
© The Author(s), 2023. Published by Cambridge University Press on behalf of The Canadian Mathematical Society

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Footnotes

W. Sun acknowledges the financial support of the Natural Sciences and Engineering Research Council of Canada (Grant No. 4394-2018). Z.-H. Zheng acknowledges financial supports of the NSF of China (Grant Nos. 12090014, 12031020, and 11671382), CAS Key Project of Frontier Sciences (Grant No. QYZDJ-SSW-JSC003), the Key Lab of Random Complex Structures and Data Sciences, CAS, and the National Center for Mathematics and Interdisciplinary Sciences, CAS.

References

Amann, H., Ordinary differential equations, De Gruyter, Berlin–New York, 1990.CrossRefGoogle Scholar
Arnold, L., Random dynamical systems, Springer, New York, 1998.CrossRefGoogle Scholar
Bendixson, I., Sur les courbes définies par des équations différentielles . Acta Math. 24(1901), 188.CrossRefGoogle Scholar
de la Rue, T., Espaces de Lebesgue . In: Séminaire de probabilités XXVII, Lecture Notes in Mathematics, 1557, Springer, Berlin–Heidelberg, 1993, pp. 1521.CrossRefGoogle Scholar
Dong, Z., Zhang, W., and Zheng, Z., Random periodic solutions of non-autonomous stochastic differential equations. Preprint, 2021. arXiv:2104.01423.Google Scholar
Dong, Z., Zhang, W., and Zheng, Z., Random periodic solutions of nonautonomous stochastic feedback systems with multiplicative noise. Preprint, 2022. arXiv:2203.08531.Google Scholar
Feng, C. and Zhao, H., Random periodic processes, periodic measures and ergodicity . J. Differ. Equ. 269(2020), 73827428.CrossRefGoogle Scholar
Feng, C., Zhao, H., and Zhou, B., Pathwise random periodic solutions of stochastic differential equations . J. Differ. Equ. 251(2011), 119149.CrossRefGoogle Scholar
Frances, P. H., Periodicity and stochastic trends in economic times series, Oxford University Press, Oxford, 1996.CrossRefGoogle Scholar
Hale, J. K., Ordinary differential equations, Wiley, New York, 1969.Google Scholar
Ji, M., Qi, W., Shen, Z., and Yi, Y., Existence of periodic probability solutions to Fokker–Planck equations with applications . J. Funct. Anal. 277(2019), 108281.CrossRefGoogle Scholar
Karatzas, I. and Shreve, S. E., Brownian motion and stochastic calculus, Springer, Berlin, 1988.CrossRefGoogle Scholar
Li, Y., Liu, Z., and Wang, W., Almost periodic solutions and stable solutions for stochastic differential equations . Discrete Contin. Dyn. Syst. Ser. B. 24(2019), 59275944.Google Scholar
Liu, Y. and Zhao, H., Representation of pathwise stationary solutions of stochastic burgers equations . Stoch. Dyn. 9(2009), 613634.CrossRefGoogle Scholar
Liu, Z. and Wang, W., Favard separation method for almost periodic stochastic differential equations . J. Differ. Equ. 260(2016), 81098136.CrossRefGoogle Scholar
Mackey, G. W., Borel structure in groups and their duals . Trans. Amer. Math. Soc. 85(1957), 134165.CrossRefGoogle Scholar
Mohammed, S.-E. A., Zhang, T., and Zhao, H., The stable manifold theorem for semi-linear stochastic evolution equations and stochastic partial differential equations . Mem. Amer. Math. Soc. 196(2008), 1105.Google Scholar
Nemytskii, V. V. and Stepanov, V. V., Qualitative theory of differential equations, Princeton University Press, Princeton, NJ, 1960.Google Scholar
Poincaré, H., Mémoire sur les courbes définies par une équation différentielle. J. Math. Pures Appl. 7(1881), 375422; J. Math. Pures Appl. 8(1882), 251–296; J. Math. Pures Appl. 1(1885), 167–244; J. Math. Pures Appl. 2(1886), 151–217.Google Scholar
Rohlin, V. A., On the fundamental ideas of measure theory. Mat. Sbornik (N.S.) 25 (1949), no. 67, 107150; English translation, AMS Translations, series 1, 10, 1–54, 1962.Google Scholar
Wang, H. and Yu, S., Qualitative theory of ordinary differential equations, Guangdong Higher Education Press, Guangzhou, 1996.Google Scholar
Yu, S., On dynamical systems with an integral invariant on the torus . J. Differ. Equ. 53(1984), 277287.Google Scholar
Yu, S., The existence of trajectories joining critical points . J. Differ. Equ. 66(1987), 230242.Google Scholar
Zhang, Q. and Zhao, H., Stationary solutions of SPDEs and infinite horizon BDSDEs . J. Funct. Anal. 252(2007), 171219.CrossRefGoogle Scholar
Zhao, H. and Zheng, Z., Random periodic solutions of random dynamical systems . J. Differ. Equ. 246(2009), 20202038.CrossRefGoogle Scholar
Zheng, Z., Xia, J., and Zheng, Z., Necessary and sufficient conditions of semi-uniform ergodic theorems and their applications . Discrete Contin. Dyn. Syst. 14(2006), 409417.CrossRefGoogle Scholar