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Controller design and region of attraction estimation for nonlinear dynamical systems

机译:非线性系统的控制器设计和吸引力估计区域   动力系统

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摘要

This work presents a method to obtain inner and outer approximations of theregion of attraction of a given target set as well as an admissible controllergenerating the inner approximation. The method is applicable to constrainedpolynomial dynamical systems and extends to trigonometric and rational systems.The method consists of three steps: compute outer approximations, extract apolynomial controller while guaranteeing the satisfaction of the inputconstraints, compute inner approximations with respect to the closed-loopsystem with this controller. Each step of the method is a convex optimizationproblem, in fact a semidefinite program consisting of minimizing a linearfunction subject to linear matrix inequality (LMI) constraints. The innerapproximations are positively invariant provided that the target set isincluded in the inner approximation and/or is itself invariant. %The approachreadily extends to trigonometric dynamics and/or constraints.
机译:这项工作提出了一种获取给定目标集吸引区域的内部和外部近似的方法,以及生成内部近似的可允许控制器。该方法适用于约束多项式动力系统,并扩展到三角和有理系统。该方法包括三个步骤:计算外部逼近,提取多项式控制器,同时保证输入约束的满足,使用此方法计算闭环系统的内部逼近。控制器。该方法的每个步骤都是一个凸优化问题,实际上是一个半定程序,包括最小化受线性矩阵不等式(LMI)约束的线性函数。内逼近是正不变的,只要目标集包含在内逼近中和/或本身不变。该方法易于扩展到三角动力学和/或约束。

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