Key problems in validation of intelligent models

作     者：刘飞 马萍 杨明 王子才 

作者机构：Control and Simulation CenterHarbin Institute of Technology 

出 版 物：《Journal of Harbin Institute of Technology(New Series)》 (哈尔滨工业大学学报（英文版）)

年 卷 期：2009年第16卷第3期

页      面：371-375页

核心收录：

学科分类：1007[医学-药学(可授医学、理学学位)] 0810[工学-信息与通信工程] 08[工学] 0804[工学-仪器科学与技术] 0805[工学-材料科学与工程（可授工学、理学学位）] 10[医学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：Sponsored by the National Natural Science Foundation of China(Grant No. 60434010) the Foundation of the Outstanding Youth of Heilongjiang Province ( Grant No. JC200606) 

主　　题：智能模型 验证标准 审定标准 仿真环境 组成部分 分析性质 测量数据 图形比较 

摘      要：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.