cs.SY

Superconvergence of Online Optimization for Model Predictive Control
We develop a one-Newton-step-per-horizon, online, lag-$L$, model predictive control (MPC) algorithm for solving discrete-time, …
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Near-Optimal Performance of Stochastic Predictive Control
We study the performance of stochastic predictive control (SPC) for linear systems with a quadratic performance index and additive and …
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Global Convergence of Online Optimization for Nonlinear Model Predictive Control
We study a real-time iteration (RTI) scheme for solving online optimization problem appeared in nonlinear optimal control. The proposed …
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