| 光滑支持向量分类机概述 |
| |
| 引用本文： | 涂文根,熊金志.光滑支持向量分类机概述[J].东莞理工学院学报,2009,16(3):32-36. |
| |
| 作者姓名： | 涂文根 熊金志 |
| |
| 作者单位： | 1. 华南理工大学,计算机科学与工程学院,广州,510006;东莞理工学院,工程技术研究院,广东东莞,523808
2. 东莞理工学院,工程技术研究院,广东东莞,523808 |
| |
| 基金项目： | 国家自然科学基金，粤港关键领域重点突破项目东莞专项 |
| |
| 摘 要： | 支持向量分类机是一种新的分类方法，因其优越性得到了深入的研究和广泛的应用，光滑支持向量分类机是支持向量分类机的一种快速求解模型．对光滑支持向量分类机进行了研究，包括原理的概述、光滑函数的讨论、训练算法的介绍、应用的总迷，研究前景的分析和展望．
|
| 关 键 词： | 分类 光滑支持向量机 光滑 |
Overview of Smooth Support Vector Machine |
| |
| TU Wen-gen,XIONG Jin-zhi.Overview of Smooth Support Vector Machine[J].Journal of Dongguan Institute of Technology,2009,16(3):32-36. |
| |
| Authors: | TU Wen-gen XIONG Jin-zhi |
| |
| Institution: | TU Wen-gen~(1,2) XIONG Jin-zhi~2 (1.School of Computer Science ft Engineering,South China University of Technology,Guangzhou 510006,China,2.Engineering & Technology Institute,Dongguan University of Technology,Dongguan 523808,China) |
| |
| Abstract: | Support Vector Classifier is a new method of classification,which has been researched thoroughly and applied widely for its advantages.The Smooth Support Vector Classifier is a prompt solution model for the Support Vector Classifier.In this paper we study the Smooth Support Vector Classifier,including the summarization of theory,the discussion of smooth functions,the introduction of training algorithms,the presentation of application and the analysis and overview of the research prospect. |
| |
| Keywords: | classification smooth support vector machine smooth |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
