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- W4308790588 abstract "In this chapter, a finite-time zeroing neural network (FTZNN) is proposed and investigated for solving online Lyapunov equation. The proposed FTZNN model adopts a sign-bi-power activation function, and thus possesses the best convergence performance. Furthermore, we prove that the FTZNN model can converge to the theoretical solution of Lyapunov equation within finite time, instead of converging exponentially with time. Simulative results also verify the effectiveness and superiority of the FTZNN model for solving online Lyapunov equation." @default.
- W4308790588 created "2022-11-15" @default.
- W4308790588 date "2022-11-11" @default.
- W4308790588 modified "2023-09-26" @default.
- W4308790588 title "Design Scheme I of FTZNN" @default.
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- W4308790588 doi "https://doi.org/10.1002/9781119986041.ch11" @default.
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