An inverse-free Zhang neural dynamic for time-varying convex optimization problems with equality and affine inequality constraints
Sign Up to like & getrecommendations! Published in 2020 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.06.051
Abstract: Abstract Time-varying convex optimization problems have attracted a great deal of attention in many fields due to its widespread application. Particularly, the approach to time-varying convex optimization problems with equality and affine inequality constraints simultaneously… read more here.
Keywords: varying convex; convex optimization; time varying; time ... See more keywords
Fixed-Time Algorithms for Time-Varying Convex Optimization
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Circuits and Systems II: Express Briefs"
DOI: 10.1109/tcsii.2022.3207278
Abstract: To resolve the time-varying convex optimization problems with the cost function, the constraints or both being time dependent, in this brief we investigate a novel type of fixed-time algorithms. First, with the unconstrained time-varying optimization… read more here.
Keywords: time; varying convex; fixed time; convex optimization ... See more keywords
Online Primal-Dual Methods With Measurement Feedback for Time-Varying Convex Optimization
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2019.2896112
Abstract: This paper addresses the design and analysis of feedback-based online algorithms to control systems or networked systems based on performance objectives and engineering constraints that may evolve over time. The emerging time-varying convex optimization formalism… read more here.
Keywords: convex optimization; varying convex; optimization; feedback ... See more keywords