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This paper presents a neural network approach for the stable control of unknown nonlinear systems, which are defined on a non-compact set. The basic idea is to transfer the non-compact definition domain of a nonlinear function to a bounded open set. This transfer is achieved via a one-to-one mapping. It is shown that B-splines neural networks can then be trained and used for controller design. A stable...
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