| 一种用于特征选择的禁忌搜索算法 |
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| 引用本文： | 张文化,刘素华,侯惠芳. 一种用于特征选择的禁忌搜索算法[J]. 计算机应用与软件, 2010, 27(5): 125-127 |
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| 作者姓名： | 张文化 刘素华 侯惠芳 |
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| 作者单位： | 1. 漯河职业技术学院计算机系,河南,漯河,462002
2. 河南工业大学信息科学与工程学院,河南,郑州,450001 |
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| 基金项目： | 河南省科技厅基础研究项目(072300430220) |
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| 摘 要： | 特征选择问题是机器学习和模式识别中的一个重要问题,特征的优劣直接影响分类器的设计和性能。首先介绍了禁忌搜索的基本原理,然后将禁忌搜索方法用于特征选择,并给出了新算法的实现方法及步骤。仿真实验表明,该方法在求解的效率和解的质量方面都达到了令人满意的效果。
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| 关 键 词： | 模式识别 特征选择 禁忌搜索 小麦种子 |
A TABOO SEARCH ALGORITHM FOR FEATURE SELECTION |
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| Zhang Wenhua,Liu Suhua,Hou Huifang. A TABOO SEARCH ALGORITHM FOR FEATURE SELECTION[J]. Computer Applications and Software, 2010, 27(5): 125-127 |
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| Authors: | Zhang Wenhua Liu Suhua Hou Huifang |
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| Affiliation: | Department of Computer Science/a>;Luohe Vocational Technical College/a>;Luohe 462002/a>;Henan/a>;China;College of Information Science and Engineering/a>;Henan University of Technology/a>;Zhengzhou 450001/a>;China |
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| Abstract: | Feature selection is an important issue in the fields of machine learning and pattern recognition.The effectiveness of feature directly affects the design and performance of the classifier.In this paper we firstly introduce the general idea of tabu search,then apply the tabu search to feature selection,and provide the implementing approach and procedure of the new algorithm.It is shown by the simulative experiment that this method achieves satisfying effect in both solving efficiency and solution quality. |
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| Keywords: | Pattern recognition Feature selection Tabu search Wheat seed |
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