In this paper, a distributed randomized gradient-free optimization protocol of multiagent systems over weight-unbalanced digraphs described by row-stochastic matrices is proposed to solve a ...

In this paper, we extend the graph filtering method to the consensus problem on digraphs. By introducing the normalized Laplacian matrix, a time-varying control protocol and the corresponding filter ...