A Novel non-Lyapunov way for detecting uncertain parameters of chaos system with random noises |
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Authors: | Fei Gao Yibo Qi |
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Affiliation: | a Department of Mathematics, School of Science, Wuhan University of Technology, Luoshi Road 122, Wuhan, Hubei 430070, People’s Republic of China b Signal Processing Group, Department of Electronics and Telecommunications, Norwegian University of Science and Technology, N-7491 Trondheim, Norway |
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Abstract: | The paper is concerned with the uncertain parameters and time-delays of chaos system with random noises. A scheme based on differential evolution algorithm (DE) is newly introduced to solve the problem via a nonnegative multi-modal nonlinear optimization, which finds a best combination of parameters and time-delays such that an objective function is minimized. The illustrative examples, in both systems free of time-delays and time-delays systems with random noises, are given to demonstrate the validity of the proposed method. |
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Keywords: | Chaos system Random noises Time-delay Parameters identification Differential evolution algorithm |
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