New Concepts of Picture Fuzzy Graphs with Application

The picture fuzzy set is an efficient mathematical model to deal with uncertain real life problems, in which a intuitionistic fuzzy set may fail to reveal satisfactory results. Picture fuzzy set is an extension of the classical fuzzy set and intuitionistic fuzzy set. It can work very efficiently in uncertain scenarios which involve more answers to these type: yes, no, abstain and refusal. In this paper, we introduce the idea of the picture fuzzy graph based on the picture fuzzy relation. Some types of picture fuzzy graph such as a regular picture fuzzy graph, strong picture fuzzy graph, complete picture fuzzy graph, and complement picture fuzzy graph are introduced and some properties are also described. The idea of an isomorphic picture fuzzy graph is also introduced in this paper. We also define six operations such as Cartesian product, composition, join, direct product, lexicographic and strong product on picture fuzzy graph. Finally, we describe the utility of the picture fuzzy graph and its application in a social network.

[1]  Zeshui Xu,et al.  Projection Models for Intuitionistic Fuzzy Multiple Attribute Decision Making , 2010, Int. J. Inf. Technol. Decis. Mak..

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

[3]  Pham Van Hai,et al.  Some Fuzzy Logic Operators for Picture Fuzzy Sets , 2015, 2015 Seventh International Conference on Knowledge and Systems Engineering (KSE).

[4]  Sovan Samanta A New Approach to Social Networks Based on Fuzzy Graphs , 2015 .

[5]  Vladik Kreinovich,et al.  A classification of representable t-norm operators for picture fuzzy sets , 2016, 2016 Eighth International Conference on Knowledge and Systems Engineering (KSE).

[6]  Guiwu Wei,et al.  Some Cosine Similarity Measures for Picture Fuzzy Sets and Their Applications to Strategic Decision Making , 2017, Informatica.

[7]  Le Hoang Son Measuring analogousness in picture fuzzy sets: from picture distance measures to picture association measures , 2017, Fuzzy Optim. Decis. Mak..

[8]  M. Akram,et al.  Operations on Intuitionistic Fuzzy Graph Structures , 2016 .

[9]  Xindong Peng,et al.  ALGORITHM FOR PICTURE FUZZY MULTIPLE ATTRIBUTE DECISION-MAKING BASED ON NEW DISTANCE MEASURE , 2017 .

[10]  Madhumangal Pal,et al.  Bipolar Fuzzy Graphs with Categorical Properties , 2015, Int. J. Comput. Intell. Syst..

[11]  Le Hoang Son Generalized picture distance measure and applications to picture fuzzy clustering , 2016, Appl. Soft Comput..

[12]  A. K. Ray,et al.  A new measure using intuitionistic fuzzy set theory and its application to edge detection , 2008, Appl. Soft Comput..

[13]  Sankar Sahoo,et al.  Different types of products on intuitionistic fuzzy graphs , 2015 .

[14]  Krassimir T. Atanassov Open Problems in Intuitionistic Fuzzy Sets Theory , 2002, JCIS.

[15]  Arindam Dey,et al.  Computing the shortest path with words , 2018 .

[16]  Pushpinder Singh,et al.  Correlation coefficients for picture fuzzy sets , 2015, J. Intell. Fuzzy Syst..

[17]  John N. Mordeson,et al.  Fuzzy Graphs and Fuzzy Hypergraphs , 2000, Studies in Fuzziness and Soft Computing.

[18]  Tina Anggitta Novia,et al.  Complement of a Fuzzy Graph , 2009 .

[19]  S. Velammal,et al.  Dominations in Intuitionistic fuzzy graphs , 2012 .

[20]  Deng-Feng Li,et al.  Multiattribute decision making models and methods using intuitionistic fuzzy sets , 2005, J. Comput. Syst. Sci..

[21]  Francisco Chiclana,et al.  A social network analysis trust-consensus based approach to group decision-making problems with interval-valued fuzzy reciprocal preference relations , 2014, Knowl. Based Syst..

[22]  Le Hoang Son,et al.  Picture inference system: a new fuzzy inference system on picture fuzzy set , 2016, Applied Intelligence.

[23]  Jie Wang,et al.  Methods for MADM with Picture Fuzzy Muirhead Mean Operators and Their Application for Evaluating the Financial Investment Risk , 2018, Symmetry.

[24]  Sankar K. Pal,et al.  Fuzzy-rough community in social networks , 2015, Pattern Recognit. Lett..

[25]  Janusz Kacprzyk,et al.  A Similarity Measure for Intuitionistic Fuzzy Sets and Its Application in Supporting Medical Diagnostic Reasoning , 2004, ICAISC.

[26]  Sankar K. Pal,et al.  FGSN: Fuzzy Granular Social Networks - Model and applications , 2015, Inf. Sci..

[27]  Arindam Dey,et al.  A GENETIC ALGORITHM FOR SOLVING FUZZY SHORTEST PATH PROBLEMS WITH INTERVAL TYPE-2 FUZZY ARC LENGTHS , 2018, Malaysian Journal of Computer Science.

[28]  Le Hoang Son,et al.  Some Extensions of Membership Graphs for Picture Inference Systems , 2015, 2015 Seventh International Conference on Knowledge and Systems Engineering (KSE).

[29]  Bui Cong Cuong,et al.  An Involutive Picture Fuzzy Negator on Picture Fuzzy Sets and Some De Morgan Triples , 2015, 2015 Seventh International Conference on Knowledge and Systems Engineering (KSE).

[30]  Krassimir T. Atanassov,et al.  Operations on intuitionistic fuzzy graphs , 2009, 2009 IEEE International Conference on Fuzzy Systems.

[31]  Kavita Devi,et al.  Extension of VIKOR method in intuitionistic fuzzy environment for robot selection , 2011, Expert Syst. Appl..

[32]  Vladik Kreinovich,et al.  Picture fuzzy sets - A new concept for computational intelligence problems , 2013, 2013 Third World Congress on Information and Communication Technologies (WICT 2013).

[33]  Madhumangal Pal,et al.  Properties of interval valued intuitionistic (S,T) – Fuzzy graphs , 2016 .

[34]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[35]  Xiaohong Chen,et al.  Alternative selection of end-of-life vehicle management in China: A group decision-making approach based on picture hesitant fuzzy measurements , 2019, Journal of Cleaner Production.

[36]  R. Parvathi,et al.  Intuitionistic Fuzzy Graphs , 2006 .

[37]  Ching-Hsue Cheng,et al.  Using intuitionistic fuzzy sets for fault-tree analysis on printed circuit board assembly , 2006, Microelectron. Reliab..

[38]  Madhumangal Pal,et al.  Intuitionistic Fuzzy Graphs with Categorical Properties , 2015 .

[39]  Sanjay Kumar,et al.  Fuzzy Time Series Model Based on Intuitionistic Fuzzy Sets for Empirical Research in Stock Market , 2012, Int. J. Appl. Evol. Comput..

[40]  C. Liau,et al.  Positional Analysis in Fuzzy Social Networks , 2007, IEEE International Conference on Granular Computing.

[41]  G. Wei,et al.  SOME SIMILARITY MEASURES FOR PICTURE FUZZY SETS AND THEIR APPLICATIONS , 2018 .

[42]  Bui Cong Cuong,et al.  Picture fuzzy sets , 2015 .