| 一种基于FWKNNSVM的电子线路性能评价方法 |
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| 引用本文： | 张志强,张爱华. 一种基于FWKNNSVM的电子线路性能评价方法[J]. 渤海大学学报(自然科学版), 2011, 32(3): 267-273 |
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| 作者姓名： | 张志强 张爱华 |
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| 作者单位： | 渤海大学工学院,辽宁锦州,121013 |
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| 基金项目： | 辽宁省教育厅资助项目(No:2009A045) |
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| 摘 要： | 本文以大限度降低电子线路性能评价成本，且能保证评价精度为研究目标，针对现有电子线路评价方法的人为因素大、仪器评价成本高等状况，而提出了一种基于特征加权K-近邻算法的支持向量机（FWKNNSVM）的电子线路性能评价方法。确定了电子线路的性能评价系统结构，以高校电子线路实验为依托，采用近两年内由幅频特性测试仪测评所得相关电...
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| 关 键 词： | FDKNNSVM 电子线路性能评价 分类器 |
An Electronic circuit performance evaluation based on FWKNNSVM |
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| ZHANG Zhi qiang,ZHANG Ai hua. An Electronic circuit performance evaluation based on FWKNNSVM[J]. Journal of Bohai University:Natural Science Editio, 2011, 32(3): 267-273 |
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| Authors: | ZHANG Zhi qiang ZHANG Ai hua |
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| Affiliation: | ZHANG Zhi qiang,ZHANG Ai hua (College of Engineering,Bohai University,Jinzhou 121013,china) |
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| Abstract: | Aimed at the existent evaluation methods of electronic circuit performance,such as artificial factors or higher cost,a performance for electronic circuit evaluation based on feature double weighted support vector machine(FDKNNSVM) was proposed.The evaluation system structure was confirmed,relied on the college analog electronic technology experiments,adopted the four indexes of electronic circuit obtained via amplitude-frequency tester in two years to construct training set,and then to be four classifier ev... |
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| Keywords: | FDKNNSVM electronic circuit performance evaluation classifier |
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