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Titlebook: Advances in Neural Networks - ISNN 2005; Second International Jun Wang,Xiao-Feng Liao,Zhang Yi Conference proceedings 2005 Springer-Verlag

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What Is a Community of Practice?owever, the stability analysis and performance evaluation have a more solid basis; and the weight adaptation laws are different than those existing in the literature and bear more practical meaning and significance.
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0302-9743 Symposium on Neural Networks, ISNN 2005, held in Chongqing, China in May/June 2005...The 483 revised papers presented were carefully reviewed and selected from 1.425 submissions. The papers are organized in topical sections on theoretical analysis, model design, learning methods, optimization method
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https://doi.org/10.1007/978-3-540-85424-1v stability theory. All signals in the closed-loop system are bounded. The output tracking error converges to a small neighborhood of zero, while the stability of the closed-loop system is guaranteed. Finally the effectiveness of the control scheme is verified by a simulation of two-link manipulator.
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Information Science and Knowledge Managementntrol scheme is derived by incorporating two neural network (NN) units to effectively attenuate and compensate uncertain dynamics due to unpredictable faults. It is shown that the method is independent of the nature of the fault. Numerical simulations are included to demonstrate the effectiveness of the proposed method.
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https://doi.org/10.1007/978-3-319-01902-4ol system, the simulation results show that the ship course can be properly controlled in case of the disturbances of wave, wind, current. It is demonstrated that the proposed algorithm is a promising alternative to conventional autopilots.
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