Title :
An Intelligent Validation System of Simulation Model
Author :
Min, Fei-Yan ; Yang, Ming ; Wang, Zi-cai
Author_Institution :
Control & Simulation Center, Harbin Inst. of Technol.
Abstract :
Validation of simulation models is concerned with fidelity of models. In this paper, we introduce an automatic intelligent validation system. This system becomes possible because of three knowledge bases: validation knowledge base (VKB) which is stored with validation relevant knowledge, decision knowledge base (DKB) for intelligent inference and decision, and validation techniques base (VTB) making up of general validation algorithms. By analysis the context of VKB, validation system decides the rational validation techniques and corresponding validation process for the validation purpose. In addition, we also discuss the acquisition of validation relevant knowledge
Keywords :
decision making; digital simulation; inference mechanisms; knowledge acquisition; knowledge based systems; automatic intelligent validation system; decision knowledge base; intelligent decision; intelligent inference; knowledge acquisition; simulation model; validation knowledge base; validation technique base; Analytical models; Automatic control; Computational modeling; Computer simulation; Context modeling; Continuous time systems; Cybernetics; Decision making; Inference algorithms; Intelligent systems; Large-scale systems; Machine learning; Power system modeling; Problem-solving; Production; Statistical distributions; Intelligent validation; knowledge-based validation; simulation model;
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
DOI :
10.1109/ICMLC.2006.258759
