Abstract
A method is proposed for controlling chaotic phenomena on Universal Learning Network (U.L.N.). The chaos control method proposed here is a novel one. Generation and die-out of chaotic phenomena are controlled by changing Lyapunov Number of U.L.N., which is accomplished by adjusting U.L.N. parameters so as to minimize a criterion function that is the difference between the desired Lyapunov Number and its actual value. Both a gradient method utilizing second order derivatives of U.L.N. and a random search method are adopted to optimize the parameters. Control of generation and die-out of chaotic phenomena are easily realized in simulations.
| Original language | English |
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| Title of host publication | IEEE International Conference on Neural Networks - Conference Proceedings |
| Publisher | IEEE |
| Pages | 1287-1292 |
| Number of pages | 6 |
| Volume | 3 |
| Publication status | Published - 1995 |
| Event | Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6) - Perth, Aust Duration: Nov 27 1995 → Dec 1 1995 |
Other
| Other | Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6) |
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| City | Perth, Aust |
| Period | 11/27/95 → 12/1/95 |
All Science Journal Classification (ASJC) codes
- Software