Accelerated Primal-Dual Projection Neurodynamic Approach With Time Scaling for Linear and Set Constrained Convex Optimization Problems

Author:

Zhao You1ORCID,He Xing1ORCID,Zhou Mingliang2ORCID,Huang Tingwen3ORCID

Affiliation:

1. College of Electronic and Information Engineering, Southwest University,Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing,Chongqing,China,400715

2. School of Computer Science, Chongqing University,Chongqing,China,400044

3. Texas A&M University at Qatar,Department of Mathematics,Doha,Qatar,23874

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference47 articles.

1. A method of solving a convex programming problem with convergence rate;Nesterov;Sov. Math. Dokl.,1983

2. A differential equation for modeling Nesterovs accelerated gradient method: Theory and insights;Su

3. Fast inertial dynamics and FISTA algorithms in convex optimization. Perturbation aspects;Attouch;arXiv preprint,2015

4. Fast convex optimization via inertial dynamics with Hessian driven damping

5. Combining fast inertial dynamics for convex optimization with Tikhonov regularization

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