| 基于遗传算法的模糊模式分类法在油样属性分析中的应用 |
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| 引用本文： | 陈锋,胡上序,俞蒙槐.基于遗传算法的模糊模式分类法在油样属性分析中的应用[J].石油实验地质,1999,21(2):170-174. |
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| 作者姓名： | 陈锋 胡上序 俞蒙槐 |
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| 作者单位： | 浙江大学 智能信息研究所, 杭州 310027 |
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| 摘 要： | 本文采用模糊模式识别和遗传算法相结合,对塔里木盆地油样属性进行了比较。用遗传算法确定最优聚类中心和权向量,并确定每种油样的隶属度。
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| 关 键 词： | 遗传算法 模糊模式分类法 油样属性分析 |
| 收稿时间： | 1998-05-10 |
| 修稿时间： | 1998-05-10 |
APPLICATION OF FUZZY CLASSIFICATION METHOD BASED ON GENETIC ALGORITHM TO THE IDENTIFICATION OF CRUDE OIL NATURE |
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| CHEN Feng,HU Shangxu,YU Menhuai.APPLICATION OF FUZZY CLASSIFICATION METHOD BASED ON GENETIC ALGORITHM TO THE IDENTIFICATION OF CRUDE OIL NATURE[J].Petroleum Geology & Experiment,1999,21(2):170-174. |
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| Authors: | CHEN Feng HU Shangxu YU Menhuai |
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| Affiliation: | Institute of Intelligent Information Engineering, Zhejiang University, Hangzhou 310027, China |
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| Abstract: | In this paper, Fuzzy Pattern Classification Method based on Genetic Algorithm(GA) is proposed. It's used to the identification of crude oil nature in the Tarim Basin. The clustering center and weight vector are determined with GA and the degree of compatibility of every crude oil sample is determined too. The results of classification for 20 specimen indicated that the performance of this method is good, and it might be referred as an assissant technique to the identification of crude oil nature. |
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| Keywords: | genetic algorithm fuzzy pattern classification identification of crude oil nature |
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