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《Journal of Sichuan University (Engineering Science Edition)》 2005-03
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Implementation of Intelligent Model Base System Based on Genetic Expression Programming

YUAN Chang-an~(1,2),TANG Chang-jie~1,WEN Yuan-guang~(3,4),HU Jian-jun~1,PENG Jing~1(1.School of Computer,Sichuan Univ.,Chengdu 610064,China;2.Dept. of Info. and Tech.,Guangxi Teachers Education Univ., Nanning 530001,China;3.School of Life Sci.,Sichuan Univ.,Chengdu 610064,China;4.School of Forestry,Guangxi Univ.,Nanning 530001,China)  
Model Base is important to Design Support System.Traditional intelligent model base system depends on transcendental knowledge,and it is difficult to authentically implement intelligentization.To solve the problem,this paper makes following contributions:1)Proposes the concepts of Explicit Intelligent Model,Implicit Intelligent Model,and Explicit Gene;2)Proposes Mining Implicit Intelligent Model Algorithm Based on Gene Expression Programming (GEP-IIMA) and implements the intelligent model base system based on GEP-IIMA;3)Studies the interface between the Implicit Intelligent Model Base(IIMB) system and GIS;4)Gives compared experiments.IIMB is indeed an intelligent model base on it both the types and parameters of model are determined automatically by the GEP-IIMA.The comparison experiments show that the precision of the function model found by the GEP-IIMA is improved 14.9% than traditional method.
【Fund】: 国家自然科学基金(60473071);; 973计划项目(2002CB111504);; 博士点基金(20020610007);; 广西自然科学基金(0339039)资助项目
【CateGory Index】: TP311.52
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