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一种新区间值vague集及其在模式识别中的应用

张振华 杨静宇 叶有培 张倩生

计算机科学与探索2011,Vol.38Issue(10):194-198,5.
计算机科学与探索2011,Vol.38Issue(10):194-198,5.

一种新区间值vague集及其在模式识别中的应用

Novel Interval Valued Vague Sets and its Application in Pattern Recognition

张振华 1杨静宇 2叶有培 1张倩生1

作者信息

  • 1. 南京理工大学计算机科学与技术学院 南京 210094
  • 2. 广东外语外贸大学思科信息学院 广州 510006
  • 折叠

摘要

Abstract

First,it was proved that interval valued vague sets is not the generalization of vague sets based on the conventional definition in this paper, and a novel interval valued vague sets were presented. Then, we proved that vague sets and interval valued vague sets are both special cases of novel interval valued vague sets. And then the concept of interval-valued vague sets with parameters (IWSP) was proposed. Based on membership and non-membership, this paper focused on the construction of IWSP. Finally, a pattern recognition example and a medical diagnosis decision-making example were given to demonstrate the application of IWSP. The results of simulation show that the method of IWSP is more comprehensive and flexible than that of the traditional vague sets.

关键词

vague集/区间值vague集/新区间值vague集/带参数区间值vague集/模式识别

Key words

Vague sets,Interval-valued vague sets,Novel interval-valued vague sets, Interval-valued vague sets with parameters, Pattern recognition

分类

信息技术与安全科学

引用本文复制引用

张振华,杨静宇,叶有培,张倩生..一种新区间值vague集及其在模式识别中的应用[J].计算机科学与探索,2011,38(10):194-198,5.

基金项目

本文受国家自然科学基金资助项目(61070061,70801020),广东外语外贸大学校级项目(GW20052013),广东省自然科学基金资助项目(9151026005000002),广东省高等院校学科建设专项资金(396-GK100018)资助. (61070061,70801020)

计算机科学与探索

OACSCDCSTPCD

1673-9418

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