Diffusion Adaptation Strategies for Distributed Optimization and Learning over Networks

Jianshu Chen, Ali H. Sayed

We propose an adaptive diffusion mechanism to optimize a global cost function in a distributed manner over a network of nodes. The cost function is assumed to consist of a collecti…