Uniform global stability of switched nonlinear systems in the Koopman operator framework
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arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2023
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| _version_ | 1866914701379633152 |
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| author | Zagabe, Christian Mugisho Mauroy, Alexandre |
| author_facet | Zagabe, Christian Mugisho Mauroy, Alexandre |
| contents | In this paper, we provide a novel solution to an open problem on the global uniform stability of switched nonlinear systems. Our results are based on the Koopman operator approach and, to our knowledge, this is the first theoretical contribution to an open problem within that framework. By focusing on the adjoint of the Koopman generator in the Hardy space on the polydisk (or on the real hypercube), we define equivalent linear (but infinite-dimensional) switched systems and we construct a common Lyapunov functional for those systems, under a solvability condition of the Lie algebra generated by the linearized vector fields. A common Lyapunov function for the original switched nonlinear systems is derived from the Lyapunov functional by exploiting the reproducing kernel property of the Hardy space. The Lyapunov function is shown to converge in a bounded region of the state space, which proves global uniform stability of specific switched nonlinear systems on bounded invariant sets. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2301_05529 |
| institution | arXiv |
| publishDate | 2023 |
| record_format | arxiv |
| spellingShingle | Uniform global stability of switched nonlinear systems in the Koopman operator framework Zagabe, Christian Mugisho Mauroy, Alexandre Dynamical Systems 47B32, 47B33, 47D06, 70K20, 93C10, 93D05 In this paper, we provide a novel solution to an open problem on the global uniform stability of switched nonlinear systems. Our results are based on the Koopman operator approach and, to our knowledge, this is the first theoretical contribution to an open problem within that framework. By focusing on the adjoint of the Koopman generator in the Hardy space on the polydisk (or on the real hypercube), we define equivalent linear (but infinite-dimensional) switched systems and we construct a common Lyapunov functional for those systems, under a solvability condition of the Lie algebra generated by the linearized vector fields. A common Lyapunov function for the original switched nonlinear systems is derived from the Lyapunov functional by exploiting the reproducing kernel property of the Hardy space. The Lyapunov function is shown to converge in a bounded region of the state space, which proves global uniform stability of specific switched nonlinear systems on bounded invariant sets. |
| title | Uniform global stability of switched nonlinear systems in the Koopman operator framework |
| topic | Dynamical Systems 47B32, 47B33, 47D06, 70K20, 93C10, 93D05 |
| url | https://arxiv.org/abs/2301.05529 |