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Supervised by Ministry of Industry and Information Technology of The People's Republic of China Sponsored by Harbin Institute of Technology Editor-in-chief Yu Zhou ISSNISSN 1005-9113 CNCN 23-1378/T

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Related citation:Liu Fei,MaPing,Yang Ming,WANG Zi-cai.Key problems in validation of intelligent models[J].Journal of Harbin Institute Of Technology(New Series),2009,16(3):371-375.DOI:10.11916/j.issn.1005-9113.2009.03.014.
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Key problems in validation of intelligent models
Author NameAffiliation
Liu Fei Control and Simulation Center,Harbin Institute of Technology,Harbin 150001,China 
MaPing Control and Simulation Center,Harbin Institute of Technology,Harbin 150001,China 
Yang Ming Control and Simulation Center,Harbin Institute of Technology,Harbin 150001,China 
WANG Zi-cai Control and Simulation Center,Harbin Institute of Technology,Harbin 150001,China 
Abstract:
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.
Key words:  intelligent models  validation criteria  validation metrics  validation methods
DOI:10.11916/j.issn.1005-9113.2009.03.014
Clc Number:TP18
Fund:

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