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