A continuous-time neurodynamic approach and its discretization for distributed convex optimization over multi-agent systems. - Xingnan Wen; Linhua Luan; Sitian Qin (Neural Networks, 2021)

A Neurodynamic Approach to Nonsmooth Quaternion Distributed Convex Optimization With Inequality and Affine Equality Constraints. - Guocheng Li; Linhua Luan; Sitian Qin; Jiqiang Feng (IEEE Access, 2022)

Neurodynamic algorithms for constrained distributed convex optimization over fixed or switching topology with time-varying communication delay. - Linhua Luan; Sitian Qin (Neural Comput. Appl., 2022)

Distributed Neurodynamic Approach for Optimal Allocation with Separable Resource Losses. - Linhua Luan; Yining Liu; Sitian Qin; Jiqiang Feng (ICONIP (1), 2023)

A smoothing approximation-based adaptive neurodynamic approach for nonsmooth resource allocation problem. - Haoze Li; Linhua Luan; Sitian Qin (Neural Networks, 2024)

Adaptive penalty-based neurodynamic approach for nonsmooth interval-valued optimization problem. - Linhua Luan; Xingnan Wen; Yuhan Xue; Sitian Qin (Neural Networks, 2024)

Neurodynamic Approaches to Multiple Constrained Distributed Resource Allocation With Planned or Self-Regulated Demand. - Linhua Luan; Haoze Li; Sitian Qin (IEEE Trans. Ind. Informatics, 2024)

Generalized Second-Order Neurodynamic Approach for Distributed Optimal Allocation. - Linhua Luan; Sitian Qin; Jingyun Sheng; Xinrui Jiang (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Adaptive Neurodynamic Approach to Multiple Constrained Distributed Resource Allocation. - Linhua Luan; Sitian Qin (IEEE Trans. Neural Networks Learn. Syst., 2024)

Initialization-free optimization algorithm for interval-valued distributed optimization. - Linhua Luan; Yani Li; Yuhan Xue; Xinrui Jiang (J. Frankl. Inst., 2025)