Simplified Gradient-Zeroing Neuronet for Temporally-Variant Convex Objective Function Minimization

Author:

Yu Qianlong,Chen Fan,Mao Mingzhi,Zhang Yunong

Publisher

Springer Nature Singapore

Reference15 articles.

1. Zhang, Y., Xiao, L., Xiao, Z., Mao, M.: Zeroing Dynamics, Gradient Dynamics, and Newton Iterations. CRC Press, Boca Raton (2016)

2. Zhang, Y., Yi, C.: Zhang Neural Networks and Neural-Dynamic Method. Nova Science Publishers, New York (2011)

3. Fu, Z., Zhang, Y., Tan, N.: Gradient-feedback Zhang neural network for unconstrained time-variant convex optimization and robot manipulator application. IEEE Trans. Industr. Inf. 19(10), 10489–10500 (2023)

4. Jin, L., Zhang, Y., Qiu, B.: Neural network-based discrete-time Z-type model of high accuracy in noisy environments for solving dynamic system of linear equations. Neural Comput. Appl. 29(11), 1217–1232 (2018)

5. Gutjahr, B., Groll, L., Werling, M.: Lateral vehicle trajectory optimization using constrained linear time-varying MPC. IEEE Trans. Intell. Transp. Syst. 18(6), 1586–1595 (2017)

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