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CONTROL AGAINST LARGE DEVIATION FOR OSCILLATORY SYSTEMS

机译:振荡系统的大偏差控制

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The problem of controlling a near-Hamiltonian noisy system so as to keep it within a domain of bounded oscillations has been studied intensively in the last decade. This paper considers a new class of problems associated with control against large deviation in a weakly perturbed system. An exponential risk-sensitive residence time criterion is introduced as a performance measure, and a related HJB equation is constructed. An averaging procedure is developed for deriving an approximate solution of the risk-sensitive control problem in the small noise limit. It is shown that the averaged HJB equation is reduced to a first order PDE with the coefficients dependent on the noise intensity in the leading order term, though this intensity tends to zero in the original system. Near optimal control is constructed as a nonlinear time-independent feedback with parameters dependent on the noise intensity in the small noise limit. An example illustrates an application of this method to a system with resonance dynamics and with non-white noise perturbations.
机译:在过去的十年中,对控制近哈密顿噪声系统以使其保持在有限振荡范围内的问题进行了深入研究。本文考虑了与控制弱摄动系统中的大偏差有关的一类新问题。引入了指数风险敏感的停留时间准则作为性能指标,并建立了相关的HJB方程。开发了一种平均程序,以在小噪声限制下得出风险敏感控制问题的近似解。可以看出,平均的HJB方程被简化为一阶PDE,其系数取决于前导项中的噪声强度,尽管该强度在原始系统中趋于零。接近最优控制被构造为非线性的,与时间无关的反馈,其参数取决于在小噪声限制下的噪声强度。一个示例说明了该方法在具有共振动力学和非白噪声扰动的系统中的应用。

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