A Neurodynamic Approach to Distributed Optimization With Globally Coupled Constraints.

Abstract

In this paper, a distributed neurodynamic approach is proposed for constrained convex optimization. The objective function is a sum of local convex subproblems, whereas the constraints of these subproblems are coupled. Each local objective function is minimized individually with the proposed neurodynamic optimization approach. Through information exchange… (More)
DOI: 10.1109/TCYB.2017.2760908

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Cite this paper

@article{Le2017ANA, title={A Neurodynamic Approach to Distributed Optimization With Globally Coupled Constraints.}, author={Xinyi Le and Sijie Chen and Zheng Yan and Juntong Xi}, journal={IEEE transactions on cybernetics}, year={2017}, pages={1-10} }