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NN-based Output Tracking for More General Stochastic Nonlinear Systems with Unknown Control Coefficients
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作者 Na Duan Hui-Fang Min 《International Journal of Automation and computing》 EI CSCD 2017年第3期350-359,共10页
This paper considers the output tracking problem for more general classes of stochastic nonlinear systems with unknown control coefficients and driven by noise of unknown covariance. By utilizing the radial basis func... This paper considers the output tracking problem for more general classes of stochastic nonlinear systems with unknown control coefficients and driven by noise of unknown covariance. By utilizing the radial basis function neural network approximation method and backstepping technique, we successfully construct a controller to guarantee the solution process to be bounded in probability.The tracking error signal is 4th-moment semi-globally uniformly ultimately bounded(SGUUB) and can be regulated into a small neighborhood of the origin in probability. A simulation example is given to demonstrate the effectiveness of the control scheme. 展开更多
关键词 Stochastic nonlinear systems unknown control coefficients output tracking neural networks backstepping
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A Dynamic Input- Output Model Solution
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作者 GENG Xian\|min Xinjiang Petroleum Institute, Urumqi 830000, China 《Systems Science and Systems Engineering》 CSCD 1999年第3期290-298,共9页
In this paper we research the homogeneous input output model of forward delay that lag is one production cycle. It is conformed that the necessary and sufficient conditions of economic balanced development are that t... In this paper we research the homogeneous input output model of forward delay that lag is one production cycle. It is conformed that the necessary and sufficient conditions of economic balanced development are that the output vector GENG Xian\|min Xinjiang Petroleum Institute, Urumqi 830000, ChinaAbstract:\ In this paper we research the homogeneous input output model of forward delay that lag is one production cycle. It is conformed that the necessary and sufficient conditions of economic balanced development are that the output vector X(t) is the right positive characteristic vector of (I-A) -1 (A+B), and the input vector is AX(t). We also constitute the workable economic subset S-,when the output vector of the first production cycle is X(1), the economy will surely collapse. 展开更多
关键词 input output consumption coefficient matrix investment coefficient matrix irreducible nonnegative matrix maximum characteristic value
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