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A design of adaptive model predictive control (MPC) based on adaptive control Lyapunov function (aCLF) is proposed in this article for nonlinear continuous systems with part of its dynamics being unknown at the starting time. Specifically, to guarantee the convergence of the closed‐loop system with online predictive model updating, a stability constraint is designed. It limits the aCLF of the system...
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