Connectivity recovery of multi-agent systems based on connecting neighbor set

► The strategy of connecting neighbor set is adopted to recover the connectivity of networks. ► Robust consensus of multi-agent systems is investigated in this paper. ► Fast consensus of multi-agent systems is also studied in this paper. ► There is a trade-off between robustness and convergence speed of the system.