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Titlebook: Sequential Intelligent Dynamic System Modeling and Control; Hai-Jun Rong,Zhao-Xu Yang Book 2024 The Editor(s) (if applicable) and The Auth

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發(fā)表于 2025-3-28 16:40:22 | 只看該作者
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發(fā)表于 2025-3-28 20:29:37 | 只看該作者
Adaptive Backstepping Neural Controller for?Magnetic Bearing Systemtermined using the ELM, where these parameters are assigned randomly without adjusting. This simplifies the controller design process. Using the Lyapunov theory, stable tuning rules are derived for the update of the output weights of the FNNs and a proof of stability in the uniformly bounded sense is given for the resulting controller.
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發(fā)表于 2025-3-29 00:48:17 | 只看該作者
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Optimization Algorithmsrs based on the objective function’s derivative information are first introduced. Then, the least squares algorithm and its recursive version by minimizing the sum of squared errors are described. Another type of parameter optimization method by minimizing the variance estimation of the parameters,
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發(fā)表于 2025-3-30 01:59:48 | 只看該作者
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發(fā)表于 2025-3-30 05:06:18 | 只看該作者
Evolving Fuzzy Systems Based on?Data Cloudsof EFSs of AnYa type considered in this chapter avoids the way of defining membership functions for each input variable in an explicit manner, which is required by the Madami and TS fuzzy inference systems. The learning process of the class of EFSs of AnYa type is entirely data-driven. The modeling
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