Compound air pollution is becoming one of three major problems of urban ecological security in China which is experiencing a rapid growth. This paper is to establish optional points of Decision-making model and 10 portions of force model from two aspects on objective opportunity and subjective will, and logically and historically analyze the game theory of regional joint prevention and joint control in solving this problem, so as to provide theoretical guidance for regional cooperation and management decisions.