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《Journal of System Simulation》 2006-07
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Method for Selecting Parameters of Least Squares Support Vector Machines and Application

GUO Hui, LIU He-ping, WANG Ling (Information Engineering School, University of Science and Technology Beijing 100083, China)  
Three step search method for selecting the parameters of least squares support vector machines is presented. Theoretical analysis indicates that this method is effective and superior for selecting the optimized parameters of least squares support vector machines. The steel’s harden-ability is predicted using this method for selecting the parameters of least squares support vector machines. The simulation result shows that this method can get optimized parameters and precise modeling effect.
【Fund】: 国家863项目(2002AA412010-10);; 国家科技部攻关项目(2003EG113016)
【CateGory Index】: TP18
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