DocumentCode :
442083
Title :
A validation methodology for AI simulation models
Author :
Liu, Fei ; Ma, Ping ; Yang, Ming
Author_Institution :
Control & Simulation Center, Harbin Inst. of Technol., China
Volume :
7
fYear :
2005
fDate :
18-21 Aug. 2005
Firstpage :
4083
Abstract :
The increased dependence on artificial intelligent (AI) simulation models leads to the key question - how accurate and reliable are the AI simulation models? Traditional approaches to validation of AI simulation models are mostly based on subjective expert evaluation. The lack of well-established validation techniques and methods hampers the development of AI simulation models. Thus a validation methodology for AI simulation models is developed, in which a new AI simulation model validation approach is recommended and AI simulation model validation methods are discussed.
Keywords :
artificial intelligence; simulation; artificial intelligent simulation models; validation methodology; Analytical models; Application software; Artificial intelligence; Artificial neural networks; Chaos; Computational modeling; Engines; Fabrics; Humans; Knowledge based systems; Artificial Intelligent (AI) simulation model; validation approach; validation methodology; validation methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
Type :
conf
DOI :
10.1109/ICMLC.2005.1527652
Filename :
1527652
Link To Document :
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