Abstract
This paper proposes a new method for finding the global optimal solution of unconstrained nonlinear optimization problems. The proposed method takes advantage of chaotic behavior of the nonlinear dissipation system having both inertia term and nonlinear damping term. The time history of the system whose energy function corresponds to the objective function of the unconstrained optimization problem converges at the global minima of energy function of the system by means of appropriate control of parameters dominating occurrence of chaos. The effectiveness and feasibility of the proposed method are demonstrated on typical nonlinear optimization problems.
| Original language | English |
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| Title of host publication | IECON Proceedings (Industrial Electronics Conference) |
| Editors | Anon |
| Place of Publication | Los Alamitos, CA, United States |
| Publisher | IEEE |
| Pages | 817-822 |
| Number of pages | 6 |
| Volume | 2 |
| Publication status | Published - 1996 |
| Event | Proceedings of the 1996 IEEE 22nd International Conference on Industrial Electronics, Control, and Instrumentation, IECON. Part 2 (of 3) - Taipei, Taiwan Duration: 1996 Aug 5 → 1996 Aug 10 |
Other
| Other | Proceedings of the 1996 IEEE 22nd International Conference on Industrial Electronics, Control, and Instrumentation, IECON. Part 2 (of 3) |
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| City | Taipei, Taiwan |
| Period | 96/8/5 → 96/8/10 |
ASJC Scopus subject areas
- Electrical and Electronic Engineering