| 基于核方法的平分最近点算法 |
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| 引用本文： | 周德强. 基于核方法的平分最近点算法[J]. 计算机应用与软件, 2008, 25(9) |
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| 作者姓名： | 周德强 |
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| 作者单位： | 长江大学信息与数学学院,湖北,荆州,434023 |
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| 摘 要： | 通过分析平分最近点算法的性质,利用核技巧,构造了基于核方法的平分最近点算法.证明了该算法构造的决策函数仅依赖于选择的核函数.实现了平分最近点算法与核方法相结合,求解非线性分类问题.
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| 关 键 词： | 核方法 平分最近点算法 支持向量机算法 |
NEAREST POINT BISECTION ALGORITHM BASED ON KERNEL METHOD |
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| Zhou Deqiang. NEAREST POINT BISECTION ALGORITHM BASED ON KERNEL METHOD[J]. Computer Applications and Software, 2008, 25(9) |
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| Authors: | Zhou Deqiang |
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| Affiliation: | Zhou Deqiang(School of Information , Mathematics,Yangtze University,Jingzhou 434023,Hubei,China) |
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| Abstract: | In this paper the nearest point bisection algorithm based on kernel method is constructed by making use of the kernel technique and analysing the character of nearest point bisection algorithm.Decision function built by this algorithm is proved to be only dependent on the kernel function chosen.The combination of the nearest point bisection algorithm with kernel method is realized to resolve the nonlinear classification problem. |
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| Keywords: | Kernel method Divide the nearest point equally algorithm Support vector machines method |
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