In multi-agent optimization,a group of networked agents collaboratively min-imize the summation of their local cost functions with respect to a common optimization variable.Its applications include coordination of an aircraft or ve-hicle network,data processing of a wireless sensor network,and spectrum sensing of a cognitive radio network,in which transmitting distributed data to a fusion center is prohibitive and the network relies on collaboration of neighboring agents to fulfill the optimization task.