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math.OC2026
Projection-Free Gradient Tracking Neurodynamic for Distributed Nonnegative Sparse Optimization
Juntao Li, Qihang Guo, Deyuan Meng
This paper proposes a continuous-time, projection-free neurodynamic system based on gradient tracking for distributed nonnegative sparse optimization. Unlike traditional methods, o…
math.OC2026
A Bilevel Neurodynamic Approach for Distributed SCAD-Regularized Sparse Least Squares
Juntao Li, Qihang Guo, Deyuan Meng
This paper proposes a bilevel particle swarm optimization (PSO)-neurodynamic method for solving the distributed sparse least-squares problem regularized by the smoothly clipped abs…