Research-Distributed consensus optimization algorithms over networks

Research

Computational & Applied Math Seminar

Distributed consensus optimization algorithms over networks

Speaker: Yan Ming (Michigan state university)
Time: Dec 11, 2018, 16:10-17:10
Location: Conference Room 415, Hui Yuan 3#

Abstract: Distributed consensus optimization over networks has many applications in the wireless sensor networks, resource allocations, and internet of things. In this talk, I will introduce several consensus optimization algorithms: how to derive them; how to choose parameters; and their convergence results. Specifically, I will show the optimal range of the parameters for EXTRA; and I will introduce NIDS--the first algorithm that can have a large and network-independent stepsize.