Interval Type-2 Fuzzy Rough Sets Based on Inclusion Measures

Tao Zhao; Jian Xiao

doi:10.3724/sp.j.1004.2013.01714

ScienceGate Book Chapters

JOURNAL ARTICLE

Interval Type-2 Fuzzy Rough Sets Based on Inclusion Measures

Tao Zhao Jian Xiao

Year: 2013 Journal: ACTA AUTOMATICA SINICA Vol: 39 (10)Pages: 1714-1714 Publisher: Elsevier BV

DOI: 10.3724/sp.j.1004.2013.01714

Get Full-Text PDF Get Analytical Report

Abstract

摘要: 基于区间二型模糊包含度的公理化定义,给出了新的区间二型模糊包含度计算公式.进一步,通过包含度定义了区间二型模糊粗糙集,并讨论了它的一些基本性质.最后,利用区间二型模糊粗糙集研究了连续域决策信息系统的属性约简,给出了新的约简方法.实例说明了该约简方法的具体计算步骤,并且通过实验验证了该算法的有效性和可行性. 关键词: 区间二型模糊粗糙集 / 区间二型模糊集 / 包含度 / 信息系统 / 属性约简

Keywords:

Mathematics Type (biology) Interval (graph theory) Fuzzy set Fuzzy logic Rough set Statistics Inclusion (mineral) Discrete mathematics Pure mathematics Computer science Data mining Artificial intelligence Combinatorics Psychology Social psychology Geology

Metrics

Cited By

0.33

FWCI (Field Weighted Citation Impact)

Refs

0.71

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Rough Sets and Fuzzy Logic

Physical Sciences → Computer Science → Computational Theory and Mathematics

Fuzzy Logic and Control Systems

Physical Sciences → Computer Science → Artificial Intelligence

Interval Type-2 Fuzzy Rough Sets Based on Inclusion Measures

Abstract

Metrics

Citation History

Topics

Related Documents

On interval type-2 rough fuzzy sets

Interval Type-2 Fuzzy Rough Sets and Interval Type-2 Fuzzy Closure Spaces

Uncertainty measures for interval type-2 fuzzy sets

Extending similarity measures of interval type-2 fuzzy sets to general type-2 fuzzy sets

Extending Similarity Measures of Interval Type-2 Fuzzy Sets to General Type-2 Fuzzy Sets