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NANDEvo is an evolutionary algorithm meant to approximate an arbitrary black box binary function from inputs and associated outputs. It uses a complete string protocol to encode digital logic ...

A nonlinear observer with neural network online approximator is employed to discover the system parameter degradation thus learns the unknown fault dynamics. Another online approximator is used to ...

The merits of MIROC are three folds. First, a model approximator is designed to capture the nonlinear dynamics of WWTPs. Second, a disturbance observer is utilized to describe the disturbances of ...

Xiaolong Zheng and Xuebo Yang , Command Filter and Universal Approximator Based Backstepping Control Design for Strict-feedback Nonlinear Systems with Uncertainty, IEEE Trans. Autom. Control 65, ...