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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2025
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2511.02305 |
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| _version_ | 1866914138674954240 |
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| author | Pokhriyal, Sushant Rosenfeld, Joel A |
| author_facet | Pokhriyal, Sushant Rosenfeld, Joel A |
| contents | The study of Koopman and Liouville operators over reproducing kernel Hilbert spaces (RKHSs) has been gaining considerable interest over the past decade. In particular, these operators represent nonlinear dynamical systems, and through the study of these operators, methods of system identification and approximation can be derived through the exploitation of the linearity of these systems. The resulting algorithms, such as Dynamic Mode Decompositions, can then make predictions about the finite-dimensional nonlinear dynamics through a linear model in infinite dimensions. However, considering bounded and densely defined Koopman and Liouville operators over RKHSs often restricts the dynamics to those whose smoothness or analyticity matches that of the functions within that space. To circumvent this limitation, this manuscript introduces the Restricted Liouville Operator over the Hardy space on unit disc, which will allow for a wider class of dynamics (non-analytic or non-smooth) than available. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2511_02305 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Restricted Liouville Operator for the study of Non-Analytic Dynamics within the Disk Pokhriyal, Sushant Rosenfeld, Joel A Functional Analysis The study of Koopman and Liouville operators over reproducing kernel Hilbert spaces (RKHSs) has been gaining considerable interest over the past decade. In particular, these operators represent nonlinear dynamical systems, and through the study of these operators, methods of system identification and approximation can be derived through the exploitation of the linearity of these systems. The resulting algorithms, such as Dynamic Mode Decompositions, can then make predictions about the finite-dimensional nonlinear dynamics through a linear model in infinite dimensions. However, considering bounded and densely defined Koopman and Liouville operators over RKHSs often restricts the dynamics to those whose smoothness or analyticity matches that of the functions within that space. To circumvent this limitation, this manuscript introduces the Restricted Liouville Operator over the Hardy space on unit disc, which will allow for a wider class of dynamics (non-analytic or non-smooth) than available. |
| title | Restricted Liouville Operator for the study of Non-Analytic Dynamics within the Disk |
| topic | Functional Analysis |
| url | https://arxiv.org/abs/2511.02305 |