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This paper solves the problem of adaptive fault‐tolerant control of uncertain switched nonlinear systems with unknown parameters and actuator failures. Based on the multi‐Lyapunov function method, a novel adaptive switched controller with tuning function is designed using the backstepping procedure. Meanwhile, a switched fault‐tolerant adaptation mechanism is also given to compensate the fault efficiency...