On the Learning Behavior of Adaptive Networks—Part II: Performance Analysis
On the Learning Behavior of Adaptive Networks—Part II: Performance Analysis
Part I of this paper examined the mean-square stability and convergence of the learning process of distributed strategies over graphs. The results identified conditions on the network topology, utilities, and data in order to ensure stability; the results also identified three distinct stages in the learning behavior of multiagent networks …