Title :
Research on automatic model selection based on intelligent agent
Author :
Ruibo, He ; Liyun, Chen
Author_Institution :
Network & Commun. Staff Room, Ordnance Eng. Coll., Shi Jiazhuang, China
Abstract :
Automatic model selection is the necessary of the Decision Support System´s developing, but there is less the available arithmetic to achieve the function. A method is provided to solve the automatic model selection problem by intelligent Agent. The method uses BDI Agent´s belief to describe the question, selects the model type by the rulers of belief to desire, and makes sure the optimum model by decision tree. The experiment result shows that the method can solve the automatic model selection preferably.
Keywords :
decision support systems; decision trees; software agents; BDI agent belief; automatic model selection problem; decision support system; decision tree; intelligent agent; Analytical models; Computational modeling; Intelligent agents; Knowledge based systems; Periodic structures; Predictive models; Automatic model selection; Frame ratiocinationpreface; Intelligent Agent;
Conference_Titel :
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0320-1
DOI :
10.1109/ICECC.2011.6067585