Titlebook: Neural Dynamics for Time-varying Problems; Advances and Applica Long Jin,Lin Wei,Xin Lv Book 2025 The Editor(s) (if applicable) and The Aut

强行引入

Discrete Computational Neural Dynamics,tified by providing theoretical analyses and numerical experiments with comparisons to the existing solutions, respectively. Two applications to robotics and the multiple-input multiple-output (MIMO) system are given to elucidate the feasibility of the presented models for solving time-dependent Sylvester equations.

返老还童

Collaborative Neural Dynamics,simulative comparisons with existing methods and an application to manipulability optimization on a redundant manipulator substantiate the superiority of the proposed collaborative neural dynamics in solving the nonconvex time-varying optimization problems.

变形词

AMBI

Complex-Valued Discrete-Time Neural Dynamics,e given and investigated, which can achieve global convergence performance in the presence of perturbations with theoretical analyses provided. In addition, the secondly designed model is developed to eliminate the operation of explicit matrix inversion by introducing the quasi-Newton Broyden-Fletch

Hypomania

Noise-Tolerant Neural Dynamics,x inversion, termed the NTND-BFGS model. Moreover, theoretical analyses are conducted, which show that the constructed models are able to globally converge to a tiny error bound with or without the pollution of noises. Finally, numerical experiments are conducted to validate the superiority of the d

生锈

monochromatic

High-Order Robust Discrete-Time Neural Dynamics,ally, simulative experiments on two time-varying numerical examples and an application derived from the Bellman equation solved by the proposed HRDND method and other four methods are given, whose results illustrate the superiority of the proposed HRDND method.

lymphoma

流逝

radiograph

Long Jin,Lin Wei,Xin Lvnomalies are addressed...Given its scope, the book offers a valuable resource for a wide audience including urologists, pediatricians, pediatricsurgeons, and medical students..978-3-030-50222-5978-3-030-50220-1