DocumentCode
423353
Title
Verification and validation of AI simulation systems
Author
Liu, Fe ; Yang, Ming
Author_Institution
Res. Center of Simulation Technol., Harbin Inst. of Technol., China
Volume
5
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
3100
Abstract
The application of artificial intelligence (AI) simulation systems continues to expand. Correspondingly, verification and validation (V&V) of AI simulation systems are gaining importance. However, this introduces new difficulties because of the dynamic nature of these AI models and the need to use experts to judge their validity. As a result, V&V techniques of AI simulation systems are deeply discussed, and validation criteria for AI simulation systems are presented.
Keywords
artificial intelligence; digital simulation; formal verification; AI simulation system validation; AI simulation system verification; artificial intelligence; validation criteria; verification criteria; Analytical models; Application software; Artificial intelligence; Computational modeling; Computer simulation; Expert systems; Humans; Information systems; Knowledge acquisition; Power system modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1378566
Filename
1378566
Link To Document