A penalty-like neurodynamic approach to constrained nonsmooth distributed convex optimization

• Published in: Neurocomputing (Amsterdam) Vol. 377; pp. 225 - 233
• Main Authors: Jiang, Xinrui, Qin, Sitian, Xue, Xiaoping
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 15.02.2020
• Subjects: Constrained distributed optimization; Differential inclusion; Neurodynamic approach; Differential inclusion; Neurodynamic approach; Constrained distributed optimization

A nonsmooth distributed optimization problem subject to affine equality and convex inequality is considered in this paper. All the local objective functions in the distributed optimization problem possess a common decision variable. And taking privacy into consideration, each agent doesn’t share its...