Evolving intelligent system for the modelling of nonlinear systems with dead-zone input

• The evolving intelligent algorithm is introduced for the modelling of nonlinear systems with dead-zone input.
• The stability of the evolving intelligent algorithm is guaranteed.
• The evolving intelligent algorithm is used for the modelling of two synthetic problems.

In this paper, the modelling problem of nonlinear systems with dead-zone input is considered. To solve this problem, an evolving intelligent system is proposed. The uniform stability of the modelling error for the aforementioned system is guaranteed by means of a Lyapunov-like analysis. The effectiveness of the proposed technique is verified by simulations.

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