Algebraic Properties of Z-Numbers Under Additive Arithmetic Operations

被引:2
作者
Alizadeh, Akif V. [1 ]
Aliyev, Rashad R. [2 ]
Huseynov, Oleg H. [3 ]
机构
[1] Azerbaijan State Oil & Ind Univ, Dept Control & Syst Engn, 20 Azadlig Ave, AZ-1010 Baku, Azerbaijan
[2] Eastern Mediterranean Univ, Dept Math, Famagusta, North Cyprus, Turkey
[3] Azerbaijan State Oil & Ind Univ, Res Lab Intelligent Control & Decis Making Syst I, 20 Azadlig Ave, AZ-1010 Baku, Azerbaijan
来源
13TH INTERNATIONAL CONFERENCE ON THEORY AND APPLICATION OF FUZZY SYSTEMS AND SOFT COMPUTING - ICAFS-2018 | 2019年 / 896卷
关键词
Fuzzy arithmetic; Probabilistic arithmetic; Associativity law; Commutativity law; Z-number;
D O I
10.1007/978-3-030-04164-9_118
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Prof. L. A. Zadeh introduced the concept of a Z-number for description of real-world information. A Z-number is an ordered pair Z = (A, B) of fuzzy numbers A and B used to describe a value of a random variable X. A is an imprecise estimation of a value of X and B is an imprecise estimation of reliability of A. A series of important works on computations with Z-numbers and applications were published. However, no study exists on properties of operation of Z-numbers. Such theoretical study is necessary to formulate the basics of the theory of Z-numbers. In this paper we prove that Z-numbers exhibit fundamental properties under additive arithmetic operations.
引用
收藏
页码:893 / 900
页数:8
相关论文
共 14 条
[1]   The arithmetic of continuous Z-numbers [J].
Aliev, R. A. ;
Huseynov, O. H. ;
Zeinalova, L. M. .
INFORMATION SCIENCES, 2016, 373 :441-460
[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]  
[Anonymous], 2012, J. Theor. Appl. Comput. Sci.
[5]  
[Anonymous], 2015, SCI WORLD J
[6]  
Kang Bingyi., 2012, J. Inf. Comput. Sci., V9, P703, DOI DOI 10.51582/INTERCONF.19-20.05.2022.045
[7]  
Piegat A., 2013, New Trends in Fuzzy Sets, Intuitionistic: Fuzzy Sets, Generalized Nets and Related Topics, VII, P137
[8]   Some Advantages of the RDM-arithmetic of Intervally-Precisiated Values [J].
Piegat, Andrzej ;
Plucinski, Marcin .
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2015, 8 (06) :1192-1209
[9]   COMPUTING WITH WORDS WITH THE USE OF INVERSE RDM MODELS OF MEMBERSHIP FUNCTIONS [J].
Piegat, Andrzej ;
Plucinski, Marcin .
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2015, 25 (03) :675-688
[10]  
Piegat A, 2013, INT J FUZZY SYST, V15, P488