Key problems in validation of intelligent models

To provide a realistic simulation environment for users, intelligent models have become key components in military simulations. After the analysis of modeling nature of intelligent models, the validation criteria for defining the validation points and validation metrics for measuring the agreements between human experts and intelligent models were presented. Further, such methods as graphical comparison, feature analysis and face validation were discussed according to the characteristics of intelligent models. Based on the validation criteria, validation metrics and validation methods, the intelligent models can be effectively validated, which has been proved in current developed intelligent models.