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A Method of Attribute Reduction Based on Rough Set 被引量:3

A Method of Attribute Reduction Based on Rough Set
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摘要 The logging attribute optimization is an important task in the well-logging interpretation. A method of attribute reduction is presented based on rough set. Firstly, the core information of the sample by a general reductive method is determined. Then, the significance of dispensable attribute in the reduction-table is calculated. Finally, the minimum relative reduction set is achieved. The typical calculation and quantitative computation of reservoir parameter in oil logging show that the method of attribute reduction is greatly effective and feasible in logging interpretation. The logging attribute optimization is an important task in the well-logging interpretation. A method of attribute reduction is presented based on rough set. Firstly, the core information of the sample by a general reductive method is determined. Then, the significance of dispensable attribute in the reduction-table is calculated. Finally, the minimum relative reduction set is achieved. The typical calculation and quantitative computation of reservoir parameter in oil logging show that the method of attribute reduction is greatly effective and feasible in logging interpretation.
出处 《Journal of Electronic Science and Technology of China》 2005年第3期234-237,共4页 中国电子科技(英文版)
基金 Supported by the National Natural Science Foundation of China (No.60308002)
关键词 rough set attribute reduction quantitative computation oil logging interpretation rough set attribute reduction quantitative computation oil logging interpretation
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