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
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;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1378566
