李雪丽, 尹福其, 朱雪珂. 随机FitzHugh-Nagumo系统的随机吸引子的分形维数[J]. 云南大学学报(自然科学版), 2018, 40(1): 1-11. doi: 10.7540/j.ynu.20170411
引用本文: 李雪丽, 尹福其, 朱雪珂. 随机FitzHugh-Nagumo系统的随机吸引子的分形维数[J]. 云南大学学报(自然科学版), 2018, 40(1): 1-11. doi: 10.7540/j.ynu.20170411
LI Xue-li, YIN Fu-qi, ZHU Xue-ke. Fractal dimensions of random attractors for stochastic FitzHugh-Nagumo system[J]. Journal of Yunnan University: Natural Sciences Edition, 2018, 40(1): 1-11. DOI: 10.7540/j.ynu.20170411
Citation: LI Xue-li, YIN Fu-qi, ZHU Xue-ke. Fractal dimensions of random attractors for stochastic FitzHugh-Nagumo system[J]. Journal of Yunnan University: Natural Sciences Edition, 2018, 40(1): 1-11. DOI: 10.7540/j.ynu.20170411

随机FitzHugh-Nagumo系统的随机吸引子的分形维数

Fractal dimensions of random attractors for stochastic FitzHugh-Nagumo system

  • 摘要: 在给定的Hilbert空间中研究了具可加白噪音的非自治FitzHugh-Nagumo系统的解的渐近行为.首先,证明经变换后相等价的动力系统的随机吸引子的存在性.然后,在可分的Banach空间上,提出了估计随机动力系统的随机不变集的分形维数上界的方法.最后,利用随机变量的期望和上述条件,证明了具可加白噪音的随机FitzHugh-Nagumo系统的随机吸引子的分形维数的有限性.

     

    Abstract: We consider the asymptotic behavior of solutions for non-autonomous FitzHugh-Nagumo system driven by additive white noise in Hilbert space.Firstly,we investigate the existence of random attractor of the random dynamical system generated by the solutions of considered system.Secondly,we present criterion for estimating an upper bound of the fractal dimension of a random invariant set of a random dynamical system on a separable Banach space.Finally,we apply expectation of some random variables and these conditions to prove the finiteness of fractal dimension of the random attractors for stochastic FitzHugh-Nagumo system driven by additive white noise.

     

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