On entropy of fuzzy sets

被引：28

作者：

Hwang, Chao-Ming ^{[1
]}

Yang, Miin-Shen ^{[2
]}

机构：

[1] Chinese Culture Univ, Dept Appl Math, Taipei, Taiwan

[2] Chung Yuan Christian Univ, Dept Appl Math, Chungli 32023, Taiwan

来源：

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS | 2008年 / 16卷 / 04期

关键词：

fuzzy sets; uncertainty; fuzziness; entropy;

D O I：

10.1142/S021848850800539X

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper we deal with the entropy of fuzzy sets. We first review several defined entropies of fuzzy sets and then propose a new one. Some comparisons are made with some existing entropies to show the effectiveness of the proposed one.

引用

页码：519 / 527

页数：9

共 19 条

[11]

LIU XC, 1992, FUZZY SET SYST, V52, P305, DOI 10.1016/0165-0114(92)90239-Z

[12] MEASURING FUZZY UNCERTAINTY [J].

PAL, NR ;

BEZDEK, JC .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1994, 2 (02) :107-118

[13] SOME PROPERTIES OF THE EXPONENTIAL ENTROPY [J].

PAL, NR ;

PAL, SK .

INFORMATION SCIENCES, 1992, 66 (1-2) :119-137

[14] On quantification of different facets of uncertainty [J].

Pal, NR .

FUZZY SETS AND SYSTEMS, 1999, 107 (01) :81-91

[15] HIGHER-ORDER FUZZY ENTROPY AND HYBRID ENTROPY OF A SET [J].

PAL, NR ;

PAL, SK .

INFORMATION SCIENCES, 1992, 61 (03) :211-231

[16] Alternative c-means clustering algorithms [J].

Wu, KL ;

Yang, MS .

PATTERN RECOGNITION, 2002, 35 (10) :2267-2278

[17] MEASURE OF FUZZINESS AND NEGATION .1. MEMBERSHIP IN THE UNIT INTERVAL [J].

YAGER, RR .

INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1979, 5 (04) :221-229

[18] A similarity-based robust clustering method [J].

Yang, MS ;

Wu, KL .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2004, 26 (04) :434-448

[19] FUZZY SETS [J].

ZADEH, LA .

INFORMATION AND CONTROL, 1965, 8 (03) :338-&

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