A Global Approach to Parameter Estimation of Chaotic Dynamical Systems
We present a novel approach to parameter estimation of systems with complicated dynamics, as well as evidence for the existence of a universal power law that enables us to quantify the dependence of global geometry on small changes in the parameters of the system. This power law gives rise to...
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| Jezik: | en_US |
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2004
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| Online dostop: | http://hdl.handle.net/1721.1/5953 |
| _version_ | 1826194224169615360 |
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| author | Siapas, Athanassios G. |
| author_facet | Siapas, Athanassios G. |
| author_sort | Siapas, Athanassios G. |
| collection | MIT |
| description | We present a novel approach to parameter estimation of systems with complicated dynamics, as well as evidence for the existence of a universal power law that enables us to quantify the dependence of global geometry on small changes in the parameters of the system. This power law gives rise to what seems to be a new dynamical system invariant. |
| first_indexed | 2024-09-23T09:52:49Z |
| id | mit-1721.1/5953 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T09:52:49Z |
| publishDate | 2004 |
| record_format | dspace |
| spelling | mit-1721.1/59532019-04-12T08:28:15Z A Global Approach to Parameter Estimation of Chaotic Dynamical Systems Siapas, Athanassios G. parameter estimation dynamical systems We present a novel approach to parameter estimation of systems with complicated dynamics, as well as evidence for the existence of a universal power law that enables us to quantify the dependence of global geometry on small changes in the parameters of the system. This power law gives rise to what seems to be a new dynamical system invariant. 2004-10-04T14:15:59Z 2004-10-04T14:15:59Z 1992-12-01 AIM-1402 http://hdl.handle.net/1721.1/5953 en_US AIM-1402 32 p. 4120457 bytes 3226673 bytes application/postscript application/pdf application/postscript application/pdf |
| spellingShingle | parameter estimation dynamical systems Siapas, Athanassios G. A Global Approach to Parameter Estimation of Chaotic Dynamical Systems |
| title | A Global Approach to Parameter Estimation of Chaotic Dynamical Systems |
| title_full | A Global Approach to Parameter Estimation of Chaotic Dynamical Systems |
| title_fullStr | A Global Approach to Parameter Estimation of Chaotic Dynamical Systems |
| title_full_unstemmed | A Global Approach to Parameter Estimation of Chaotic Dynamical Systems |
| title_short | A Global Approach to Parameter Estimation of Chaotic Dynamical Systems |
| title_sort | global approach to parameter estimation of chaotic dynamical systems |
| topic | parameter estimation dynamical systems |
| url | http://hdl.handle.net/1721.1/5953 |
| work_keys_str_mv | AT siapasathanassiosg aglobalapproachtoparameterestimationofchaoticdynamicalsystems AT siapasathanassiosg globalapproachtoparameterestimationofchaoticdynamicalsystems |