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《Computer Applications》 2002-09
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AN IMPROVED GENETIC ALGORITHM AND ITS APPLICATION IN DATA MINING

JIA Zhao-hong, NI Zhi-wei, ZHAO Peng(The Key Laboratory of Intelligence Computing and Signal Processing, Ministry of Education, Department of Computer Science, Anhui University, Hefei Anhui 230039, China)  
Data Mining in Database is a new research direction in the field of information science. Based on the simple genetic algorithm (GA), this paper shows how to implement the data mining with an improved algorithm, discovering knowledge and finding an optimal or near optimal weight vector for the attributes from an agricultural weather database by experimenting with the improved algorithm. Finally we try to solve the problem of premature convergence of GA.
【Fund】: 安徽省教育厅自然科学基金项目 (2 0 0 1kj0 0 2 )
【CateGory Index】: TP311.12
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