I. Introduction
Military combat has become highly dependent on the use of unmanned aerial vehicle (UAV) in the bad and highly dangerous environment. Multi-UAV will be trusted to do more missions with more complexity in the combat situation. Multi-UAV cooperative reconnaissance problem is a decision-making problem for UAVs to be assigned task-areas so as to collect the rewards with their payload.