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Stabilization of business cycles of finance agents using nonlinear optimal control

机译:使用非线性最佳控制稳定金融药物的商业周期

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Stabilization of the business cycles of interconnected finance agents is performed with the use of a new nonlinear optimal control method. First, the dynamics of the interacting finance agents and of the associated business cycles is described by a modeled of coupled nonlinear oscillators. Next, this dynamic model undergoes approximate linearization round a temporary operating point which is defined by the present value of the system's state vector and the last value of the control inputs vector that was exerted on it. The linearization procedure is based on Taylor series expansion of the dynamic model and on the computation of Jacobian matrices. The modelling error, which is due to the truncation of higher-order terms in the Taylor series expansion is considered as a disturbance which is compensated by the robustness of the control loop. Next, for the linearized model of the interacting finance agents, an H-infinity feedback controller is designed. The computation of the feedback control gain requires the solution of an algebraic Riccati equation at each iteration of the control algorithm. Through Lyapunov stability analysis it is proven that the control scheme satisfies an H-infinity tracking performance criterion, which signifies elevated robustness against modelling uncertainty and external perturbations. Moreover, under moderate conditions the global asymptotic stability features of the control loop are proven.
机译:利用新的非线性最佳控制方法进行互连金融剂的稳定化互连的金融剂的商业周期。首先,通过耦合的非线性振荡器的建模描述了相互作用金融代理和相关商业周期的动态。接下来,该动态模型经历近似线性化,临时操作点由系统状态向量的当前值和施加在其上施加的控制输入向量的最后值定义。线性化程序基于动态模型的泰勒序列扩展和雅各比矩阵的计算。由于在泰勒序列扩展中截短了高阶项的建模误差被认为是通过控制回路的鲁棒性补偿的干扰。接下来,对于相互作用金融代理的线性化模型,设计了H-Infinity反馈控制器。反馈控制增益的计算需要在控制算法的每次迭代时解决代数Riccati方程。通过Lyapunov稳定性分析,证明控制方案满足了H-Infinity跟踪性能标准,其表示升高的鲁棒性,防止建模不确定性和外部扰动。此外,在中等条件下,证明了控制回路的全局渐近稳定性特征。

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