Abstract
We present a new approach to structural identification of complex dynamic systems by means of a fuzzy modular network. With all its advantages, extraction of structurally explainable models have been the envy of most system identification applications. A method based on fuzzy dynamic modeling in a pre-selected feature space is used in the self-organizing decomposition/modularization of the problem domain. A case example in a two-link manipulator arm is presented to further illustrate the ideas.
Original language | English (US) |
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Title of host publication | 1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 1-4 |
Number of pages | 4 |
ISBN (Electronic) | 0780344537 |
DOIs | |
State | Published - Jan 1 1998 |
Event | 1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998 - Pensacola Beach, United States Duration: Aug 20 1998 → Aug 21 1998 |
Other
Other | 1998 Conference of the North American Fuzzy Information Processing Society, NAFIPS 1998 |
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Country/Territory | United States |
City | Pensacola Beach |
Period | 8/20/98 → 8/21/98 |
ASJC Scopus subject areas
- Computer Science(all)
- Mathematics(all)