Unstable Invariant Measures and Connecting Orbits of Cooperative McKean-Vlasov SDEs
| Autor: | Liu, Chunlin, Qu, Baoyou, Yao, Jinxiang, Zhi, Yanpeng |
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| Rok vydání: | 2024 |
| Předmět: | |
| Druh dokumentu: | Working Paper |
| Popis: | A general framework for studying McKean-Vlasov SDEs via monotone dynamical systems is established in this paper. Under a cooperative condition, we show McKean-Vlasov SDEs admit a comparison principle with respect to the stochastic order, and generate monotone dynamical systems on the $2$-Wasserstein space. Our main results prove the existence of unstable invariant measures, total orderedness of invariant measures, and the existence of monotone connecting orbits between order-related invariant measures for general cooperative McKean-Vlasov SDEs. To achieve our goals, we adopt the theory of monotone dynamical systems, extend the connecting orbit theorem, and deduce a dichotomy structure of equilibria. This method is different from existing approaches, like propagation of chaos and Fokker-Planck equations. A wide range of classical examples are covered by our framework, such as granular media equations in double-well and multi-well confinement potentials with quadratic interaction, double-well landscapes with perturbation, and higher dimensional equations, even driven by multiplicative noises. Comment: 56 pages, 2 figures |
| Databáze: | arXiv |
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