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Polynomial NARX (nonlinear autoregressive with exogenous) model identification has received considerable attention in last three decades. However, in a high‐order nonlinear system, it is very difficult to obtain the model structure directly even with state‐of‐art algorithms, because the number of candidate monomial terms is huge and increases drastically as the model order increases. Motivated by...
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