基于VB与MatrixVB的模糊C均值方法实现  

Realization of Fuzzy C-Means Based on Visual Basic and MatrixVB

作　　者：刘超[1] 李茂宽[2] 王伟华[3] 

机构地区：[1]总参气象水文局 [2]海军航空工程学院 [3]中国人民解放军61828部队

出　　处：《现代电子技术》2009年第2期102-103,106,共3页Modern Electronics Technique

基　　金：国家自然科学基金资助项目(60672140);教育部新世纪优秀人才支持计划资助项目(NCET-05-0912)

摘　　要：针对Visual Basic数值计算能力和图像处理能力的不足,不利于系统开发,介绍了模糊C均值法的原理及其基于VB和MatrixVB的实现;该方法将Matlab的强大计算功能与VB的Windows用户界面开发方面优势结合起来,充分发挥各自优势,缩短了软件的开发周期。软件测试结果表明,该计算方法正确,软件界面友好,计算速度快,系统资源消耗少,操作简便易行,能满足数据分类的要求。According to the situation that Visual Basic is insufficient in numerical computation, image processing ability and is weak in algorithm development. The theory of fuzzy C - means and the realization of fuzzy C - means by incorporating VB and MatrixVB are introduced. The incorporated advances of Matlab＇s powerful calculation function and Visual Basicrs friendly graphic user interface shorten the period of software development by taking the advantages of both. It has been demonstrated by the instance that the calculating procedure is accurate. The software interface is friendly. Beside this, resource expenditure of computer is low and calculating speed is quick,the software is convenient to use. It can fulfill the data clustering problem well.

关 键 词：VISUAL Basic MATRIXVB 模糊C均值 模式识别 

分 类 号：TP274[自动化与计算机技术—检测技术与自动化装置] TP391.4[自动化与计算机技术—控制科学与工程]