The developments of mathematical models of behavior control mechanism and behavior management system are discussed in the paper, which cover motivation theory, principle-agent theory, complete control theory, etc. Among them, motivation theory cares for the rewards of behavior, principle-agent theory cares for designing the control mechanism, while complete control theory cares for the resources, opportunities and rewards of behaviors.