A Neurodynamic Approach to Distributed Optimization With Globally Coupled Constraints
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2017.2760908
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… read more here.
Keywords: optimization globally; neurodynamic approach; optimization; distributed optimization ... See more keywords
A Neurodynamic Approach for Solving Time-Dependent Nonlinear Equation System: A Distributed Optimization Perspective
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2024.3383508
Abstract: During industrial smart manufacturing, many problems can be described as a time-dependent nonlinear equation system (TNES) that needs to be solved cooperatively due to large-scale information flows and transmission lines. In this article, a distributed… read more here.
Keywords: time dependent; time; neurodynamic approach; dependent nonlinear ... See more keywords