Exponential Convergence of Primal-Dual Dynamics Under General Conditions and Its Application to Distributed Optimization.
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DOI: 10.1109/tnnls.2022.3208086
Abstract: In this article, we establish the local and global exponential convergence of a primal-dual dynamics (PDD) for solving equality-constrained optimization problems without strong convexity and full row rank assumption on the equality constraint matrix. Under… read more here.
Keywords: primal dual; convergence primal; convergence; exponential convergence ... See more keywords