Hukuhara difference of Z-numbers

被引:33
作者
Aliev, R. A. [1 ,2 ,3 ]
Pedryczc, Witold [4 ,5 ,6 ]
Huseynov, O. H. [7 ]
机构
[1] Georgia State Univ, Joint MBA Program, Atlanta, GA 30303 USA
[2] Azerbaijan State Oil & Ind Univ, 20 Azadlig Ave, AZ-1010 Baku, Azerbaijan
[3] Near East Univ, Dept Informat Syst Engn, Lefkosa, North Cyprus, Turkey
[4] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6R 2G7, Canada
[5] Polish Acad Sci, Syst Res Inst, Warsaw, Poland
[6] King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah 21589, Saudi Arabia
[7] Azerbaijan State Oil & Ind Univ, Res Lab Intelligent Control & Decis Making Syst I, 20 Azadlig Ave, AZ-1010 Baku, Azerbaijan
关键词
Hukuhara difference; Z-number; Fuzzy number; Discrete fuzzy number; Convolution; Fuzzy arithmetic; Probabilistic arithmetic; INTERVAL-VALUED FUNCTIONS; FUZZY-SETS; EQUATIONS; DIFFERENTIABILITY; SPECIFICITY;
D O I
10.1016/j.ins.2018.07.033
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Real-world problems in decision analysis, economics, optimization and other fields are characterized by fuzzy and partially reliable information. In this regard, Prof. Zadeh suggested the concept of a Z-number, as an ordered pair Z=(A, B) of fuzzy numbers A and B, the first of which describes a linguistic value, and the second one is a fuzzy value of probability measure of the first one, playing a role of reliability of information. Construction of mathematical models to handle Z-number-based information is a new challenge which requires development of Z-number-valued analysis including Z-number-valued equations, Z-number-valued derivative and integral and other concepts. One of the basic concepts in this realm is an inverse of addition operation. In the existing literature devoted to set valued arithmetic and fuzzy arithmetic this operation is referred to as Hukuhara difference. For interval numbers and fuzzy numbers, the existence conditions of Hukuhara difference are derived. Unfortunately, the concept of Hukuhara difference for Z-numbers is not developed. In this work for the first time we suggest a fundamental approach for development of the concept of Hukuhara difference of Z-numbers. Examples are provided in the paper to show validity of the suggested approach. (C) 2018 Published by Elsevier Inc.
引用
收藏
页码:13 / 24
页数:12
相关论文
共 59 条
[1]   Operations on Z-numbers with acceptable degree of specificity [J].
Aliev, R. A. .
9TH INTERNATIONAL CONFERENCE ON THEORY AND APPLICATION OF SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTION, ICSCCW 2017, 2017, 120 :9-15
[2]   Z-Number-Based Linear Programming [J].
Aliev, R. A. ;
Alizadeh, A. V. ;
Huseynov, O. H. ;
Jabbarova, K. I. .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2015, 30 (05) :563-589
[3]   The arithmetic of discrete Z-numbers [J].
Aliev, R. A. ;
Alizadeh, A. V. ;
Huseynov, O. H. .
INFORMATION SCIENCES, 2015, 290 :134-155
[4]  
Aliev R.A., 2014, Decision Theory with Imperfect Information
[5]   On fuzzy solutions for heat equation based on generalized Hukuhara differentiability [J].
Allahviranloo, Tofigh ;
Gouyandeh, Zienab ;
Armand, Atefeh ;
Hasanoglu, Alemdar .
FUZZY SETS AND SYSTEMS, 2015, 265 :1-23
[6]  
[Anonymous], 2015, Fuzzy Differential Equations in Various Approaches
[7]  
[Anonymous], 2015, THEORY APPL
[8]  
[Anonymous], P 2 WORLD C SOFT COM
[9]  
[Anonymous], 2006, INT J APPL MATH
[10]  
[Anonymous], SCI