The approximation of the T – S fuzzy model for a class of nonlinear singular systems with impulses

Neural Computing and Applications(2019)

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摘要
The present paper solves the approximation problem of T – S fuzzy linear singular system for a class of nonlinear singular system with impulses. Consider a special nonlinear singular bio-economic system with impulses; the T – S fuzzy linear singular system of the nonlinear singular system has been calculated. The relationship between the impulse of the singular system and the singular induced bifurcation is proved for the first time. For this particular case, it is extended to more generally nonlinear singular system. For a class of nonlinear singular system that is bounded impulse-free item and separable impulse item with singularity-induced bifurcation, we proved that it can be approximated by T – S fuzzy singular system with arbitrary accuracy. Finally, a numerical simulation is carried out to show the consistency with theoretical analysis and illustrate the effectiveness of approximation.
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关键词
T–S fuzzy singular systems, Impulses, Approximation, Singularity-induced bifurcations
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