Key problems in validation of intelligent models
Liu Fei, MaPing, Yang Ming, 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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Key problems in validation of intelligent models
本站小编 哈尔滨工业大学/2019-10-23
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