XCS及其在二进制序列分类问题中的应用  

XCS and its application in binary sequence classification problem

作　　者：李鑫[1] 陶华敏[1] 罗辉舞[1] 吴东娅 

机构地区：[1]国防科学技术大学电子科学与工程学院,湖南长沙410073

出　　处：《现代电子技术》2014年第5期90-93,96,共5页Modern Electronics Technique

摘　　要：XCS作为一种基于精度的学习分类器系统,是近年来机器学习领域研究的热点。介绍了XCS的基本结构,研究了其在序列分类问题中的应用,并以此为基础构建一个学习/测试系统,实现了对二进制序列的学习和分类,讨论了相关参数对学习性能的影响,最后对XCS的应用前景进行了总结。As an accuracy-based learning classifier system,XCS has been a significant body of research in the field of ma-chine learning in recent years. The basic structure of XCS is introduced,and its application in binary sequence classification problem is researched. On this basis a learning/testing system is established to realize the study and classification of the binary sequence. The influence of parameters on learning performance is discussed. The prospect of XCS applications is concluded.

关 键 词：学习分类器系统 机器学习 二进制序列 

分 类 号：TN911.1[电子电信—通信与信息系统]