Design and Application of an Adaptive Fuzzy Control Strategy to Zeroing Neural Network for Solving Time-Variant QP Problem

IEEE Transactions on Fuzzy Systems(2021)

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摘要
Zeroing neural network (ZNN), as an important class of recurrent neural network, has wide applications in various computation and optimization fields. In this article, based on the traditional-type zeroing neural network (TT-ZNN) model, an adaptive fuzzy-type zeroing neural network (AFT-ZNN) model is proposed to settle time-variant quadratic programming problem via integrating an adaptive fuzzy co...
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关键词
Fuzzy control,Adaptation models,Convergence,Neural networks,Computational modeling,Analytical models,Adaptive systems
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