Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces
We develop a qualitative method for understanding and representing phase space structures of complex systems and demonstrate the method with a program, MAPS --- Modeler and Analyzer for Phase Spaces, using deep domain knowledge of dynamical system theory. Given a dynamical system, the program...
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| Language: | en_US |
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2004
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| Online Access: | http://hdl.handle.net/1721.1/5987 |
| _version_ | 1826189391088844800 |
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| author | Zhao, Feng |
| author_facet | Zhao, Feng |
| author_sort | Zhao, Feng |
| collection | MIT |
| description | We develop a qualitative method for understanding and representing phase space structures of complex systems and demonstrate the method with a program, MAPS --- Modeler and Analyzer for Phase Spaces, using deep domain knowledge of dynamical system theory. Given a dynamical system, the program generates a complete, high level symbolic description of the phase space structure sensible to human beings and manipulable by other programs. Using the phase space descriptions, we are developing a novel control synthesis strategy to automatically synthesize a controller for a nonlinear system in the phase space to achieve desired properties. |
| first_indexed | 2024-09-23T08:14:18Z |
| id | mit-1721.1/5987 |
| institution | Massachusetts Institute of Technology |
| language | en_US |
| last_indexed | 2024-09-23T08:14:18Z |
| publishDate | 2004 |
| record_format | dspace |
| spelling | mit-1721.1/59872019-04-09T17:30:50Z Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces Zhao, Feng automated control knowledge representation non-linearsdynamical systems We develop a qualitative method for understanding and representing phase space structures of complex systems and demonstrate the method with a program, MAPS --- Modeler and Analyzer for Phase Spaces, using deep domain knowledge of dynamical system theory. Given a dynamical system, the program generates a complete, high level symbolic description of the phase space structure sensible to human beings and manipulable by other programs. Using the phase space descriptions, we are developing a novel control synthesis strategy to automatically synthesize a controller for a nonlinear system in the phase space to achieve desired properties. 2004-10-04T14:25:29Z 2004-10-04T14:25:29Z 1991-03-01 AIM-1274 http://hdl.handle.net/1721.1/5987 en_US AIM-1274 22 p. 3495943 bytes 2787577 bytes application/postscript application/pdf application/postscript application/pdf |
| spellingShingle | automated control knowledge representation non-linearsdynamical systems Zhao, Feng Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces |
| title | Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces |
| title_full | Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces |
| title_fullStr | Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces |
| title_full_unstemmed | Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces |
| title_short | Extracting and Representing Qualitative Behaviors of Complex Systems in Phase Spaces |
| title_sort | extracting and representing qualitative behaviors of complex systems in phase spaces |
| topic | automated control knowledge representation non-linearsdynamical systems |
| url | http://hdl.handle.net/1721.1/5987 |
| work_keys_str_mv | AT zhaofeng extractingandrepresentingqualitativebehaviorsofcomplexsystemsinphasespaces |