A Unified View of Different Axiomatic Measures Defined on $L$-Fuzzy Sets

The recent literature contains a multitude of extensions of (axiomatic) notions from the context of ordinary fuzzy sets to more general contexts. Using the language of lattices, we provide a general and compact formulation encompassing a large number of those notions and their potential extensions to even more complex frameworks. The new formulation offers a unifying perspective of the different measures and operations between (generalized) fuzzy sets, and has a potential impact on the simplification of the redundant mathematical proofs concerning the formal relations between the different notions and the properties of certain particular constructive definitions.

[1]  Changlin Mei,et al.  Entropy of interval-valued fuzzy sets based on distance and its relationship with similarity measure , 2009, Knowl. Based Syst..

[2]  Hongying Zhang,et al.  Inclusion measure for typical hesitant fuzzy sets, the relative similarity measure and fuzzy entropy , 2016, Soft Comput..

[3]  Miin-Shen Yang,et al.  On similarity and inclusion measures between type-2 fuzzy sets with an application to clustering , 2009, Comput. Math. Appl..

[4]  Vladimír Janis,et al.  Divergence measures on hesitant fuzzy sets , 2017, J. Intell. Fuzzy Syst..

[5]  Inés Couso,et al.  Additive similarity and dissimilarity measures , 2017, Fuzzy Sets Syst..

[6]  Humberto Bustince,et al.  Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets , 2000, Int. J. Approx. Reason..

[7]  Nikhil R. Pal,et al.  Divergence Measures for Intuitionistic Fuzzy Sets , 2015, IEEE Transactions on Fuzzy Systems.

[8]  Jerry M. Mendel,et al.  A Vector Similarity Measure for Interval Type-2 Fuzzy Sets , 2007, 2007 IEEE International Fuzzy Systems Conference.

[9]  J. Goguen L-fuzzy sets , 1967 .

[10]  Krassimir T. Atanassov,et al.  Intuitionistic fuzzy sets , 1986 .

[11]  Li Dengfeng,et al.  New similarity measures of intuitionistic fuzzy sets and application to pattern recognitions , 2002, Pattern Recognit. Lett..

[12]  Miin-Shen Yang,et al.  A similarity measure of intuitionistic fuzzy sets based on the Sugeno integral with its application to pattern recognition , 2012, Inf. Sci..

[13]  Humberto Bustince,et al.  From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets: A Unified View of Different Axiomatic Measures , 2019, IEEE Transactions on Fuzzy Systems.

[14]  B. Farhadinia,et al.  Information measures for hesitant fuzzy sets and interval-valued hesitant fuzzy sets , 2013, Inf. Sci..

[15]  E. Dougherty,et al.  Fuzzification of set inclusion: theory and applications , 1993 .

[16]  Chris Cornelis,et al.  Inclusion Measures in Intuitionistic Fuzzy Set Theory , 2003, ECSQARU.

[17]  Przemyslaw Grzegorzewski,et al.  On possible and necessary inclusion of intuitionistic fuzzy sets , 2011, Inf. Sci..

[18]  Humberto Bustince,et al.  Convolution lattices , 2018, Fuzzy Sets Syst..

[19]  Humberto Bustince,et al.  Aggregation functions for typical hesitant fuzzy elements and the action of automorphisms , 2014, Inf. Sci..

[20]  Z. S. Xu,et al.  An Overview of Distance and Similarity Measures of Intuitionistic Fuzzy Sets , 2008, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[21]  J. Kacprzyk,et al.  A concept of a probability of an intuitionistic fuzzy event , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[22]  Janusz Kacprzyk,et al.  Distances between intuitionistic fuzzy sets , 2000, Fuzzy Sets Syst..

[23]  Janusz Kacprzyk,et al.  Entropy for intuitionistic fuzzy sets , 2001, Fuzzy Sets Syst..

[24]  Liu Xuecheng,et al.  Entropy, distance measure and similarity measure of fuzzy sets and their relations , 1992 .

[25]  Jerry M. Mendel,et al.  Similarity Measures for Closed General Type-2 Fuzzy Sets: Overview, Comparisons, and a Geometric Approach , 2019, IEEE Transactions on Fuzzy Systems.

[26]  Vicenç Torra,et al.  Hesitant fuzzy sets , 2010, Int. J. Intell. Syst..

[27]  Erich-Peter Klement,et al.  Operations on fuzzy sets - an axiomatic approach , 1982, Inf. Sci..

[28]  Francisco Herrera,et al.  A Historical Account of Types of Fuzzy Sets and Their Relationships , 2016, IEEE Transactions on Fuzzy Systems.

[29]  Przemyslaw Grzegorzewski,et al.  Distances between intuitionistic fuzzy sets and/or interval-valued fuzzy sets based on the Hausdorff metric , 2004, Fuzzy Sets Syst..

[30]  Miin-Shen Yang,et al.  Similarity Measures Between Type-2 Fuzzy Sets , 2004, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[31]  Wenyi Zeng,et al.  The relationship between similarity measure and entropy of intuitionistic fuzzy sets , 2012, Inf. Sci..

[32]  Humberto Bustince,et al.  Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images , 2011, IEEE Transactions on Image Processing.

[33]  Lotfi A. Zadeh,et al.  The Concepts of a Linguistic Variable and its Application to Approximate Reasoning , 1975 .

[34]  Inés Couso,et al.  Similarity and dissimilarity measures between fuzzy sets: A formal relational study , 2013, Inf. Sci..

[35]  Miin-Shen Yang,et al.  Similarity measures of intuitionistic fuzzy sets based on Lp metric , 2007, Int. J. Approx. Reason..

[36]  Lotfi A. Zadeh,et al.  The concept of a linguistic variable and its application to approximate reasoning-III , 1975, Inf. Sci..

[37]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[38]  M. Gorzałczany A method for inference in approximate reasoning based on interval-valued fuzzy sets , 1987 .

[39]  Humberto Bustince,et al.  Three Categories of Set-Valued Generalizations From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets , 2018, IEEE Transactions on Fuzzy Systems.

[40]  Anna Stachowiak,et al.  A similarity measure with uncertainty for incompletely known fuzzy sets , 2013, 2013 Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS).

[41]  Inés Couso,et al.  Divergence measure between fuzzy sets , 2002, Int. J. Approx. Reason..

[42]  Yanbing Gong,et al.  A New Similarity Measures of Intuitionistic Fuzzy Sets and Application to Pattern Recognitions , 2011 .

[43]  Adam Niewiadomski,et al.  Cylindric extensions of interval-valued fuzzy sets in data linguistic summaries , 2011, Journal of Ambient Intelligence and Humanized Computing.

[44]  Weiqiong Wang,et al.  Distance measure between intuitionistic fuzzy sets , 2005, Pattern Recognit. Lett..