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Interval type-2 fuzzy decision making
2017
International Journal of Approximate Reasoning
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We are interested in the role that interval type-2 fuzzy sets might play in enhancing decision making. ...
This paper extends this notion to interval type-2 fuzzy sets and presents a new approach to using interval type-2 fuzzy sets in a decision making situation taking into account the risk associated with ...
Interval Type-2 Fuzzy Decision Making 1. ...
doi:10.1016/j.ijar.2016.09.007
fatcat:gmmsx2lwevebvi6uhfah7mnzly
An extended MABAC for multi-attribute decision making using trapezoidal interval type-2 fuzzy numbers
[article]
2016
arXiv
pre-print
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In this paper, we attempt to extend Multi Attributive Border Approximation area Comparison (MABAC) approach for multi-attribute decision making (MADM) problems based on type-2 fuzzy sets (IT2FSs). ...
As a special case of IT2FSs interval type-2 trapezoidal fuzzy numbers (IT2TrFNs) are adopted here to deal with uncertainties present in many practical evaluation and selection problems. ...
Chen and Wang [17] applied interval type-2 fuzzy set in fuzzy decision making. ...
arXiv:1607.01254v4
fatcat:muk6jcxjprelrddhow2skppds4
Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making
[article]
2021
arXiv
pre-print
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Therefore, this paper presents a driving style recognition using Interval Type-2 Fuzzy Inference System with Multiple Experts Decision-Making for classifying drivers into calm, moderate and aggressive. ...
The type-2 fuzzy sets are more robust than type-1 fuzzy sets when handling noisy data, because their membership function are also fuzzy sets. ...
grant 88887.500344/2020-0, the São Paulo Research Foundation (FAPESP) for the financial support under grant 2019/27301-7, and to all the experts who helped in the construction of the rulebase of the fuzzy ...
arXiv:2110.13805v1
fatcat:beps34udvneuxp5n3nrhq6cxia
Interval type-2 fuzzy aggregation operator in decision making and its application
2021
Complex & Intelligent Systems
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In this paper, operational laws for triangular interval type-2 fuzzy numbers and derived triangular interval type-2 weighted geometric (TIT2WG) operator with their desired mathematical properties using ...
Also, humidity control is analyzed using interval type-2 fuzzy controller (IT2FC) with the use of derived aggregation operator which is the aim of the paper. ...
Fuzzy logic in polyhouse Two types of fuzzy sets, namely type-1 and type-2. They are widely applied in decision making, Engineering as well as in biological fields namely. ...
doi:10.1007/s40747-021-00287-z
fatcat:smip3yhc7fgctdbdl72v65flxq
An Interactive Data-Driven (Dynamic) Multiple Attribute Decision Making Model via Interval Type-2 Fuzzy Functions
2019
Mathematics
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In parallel with the fact that style of decision making evolving from intuition-based to data-driven, the present study proposes a new interval type-2 fuzzy (IT2F) functions model in order to predict current ...
A new multiple attribute decision making (MADM) model was proposed in this paper in order to cope with the temporal performance of alternatives during different time periods. ...
Interval Type-2 Fuzzy Sets Definition 1 ([48,49] ). ...
doi:10.3390/math7070584
fatcat:tk5aghuo65gzjhbzham2s376hu
Interval type-2 fuzzy Hamy mean operators and their application in multiple criteria decision making
2017
Granular Computing
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In this study, we extend the HM to accommodate interval type-2 fuzzy environment and show its application to multiple criteria decision making (MADM). ...
Keywords Multiple criteria analysis · Symmetric triangular interval type-2 fuzzy set · Hamy mean · Symmetric triangular interval type-2 fuzzy Hamy mean operator · Weighted symmetric triangular interval ...
An overview of the previous literature on interval type-2 fuzzy decision making is provided in Table 1 . Type-2 fuzzy information aggregation is an interesting research topic in T2FS theory. ...
doi:10.1007/s41066-017-0041-x
fatcat:da34fklgurd6nfsu4bf46h53ma
Symmetric Triangular Interval Type-2 Intuitionistic Fuzzy Sets with Their Applications in Multi Criteria Decision Making
2018
Symmetry
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Type-2 intuitionistic fuzzy set (T2IFS) is a powerful and important extension of the classical fuzzy set, intuitionistic fuzzy set to measure the vagueness and uncertainty. ...
a multi-criteria decision making (MCDM). ...
A T2FS transform into interval type-2 FS when the grades of all SMFs is equal to 1. ...
doi:10.3390/sym10090401
fatcat:u4t53zfnkndgrlrqbvk5bnjyaa
A New Linguistic Variable in Interval Type-2 Fuzzy Entropy Weight of a Decision Making Method
2013
Procedia Computer Science
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This new linguistic variable is developed in terms of interval type-2 fuzzy set for solving unknown interval type-2 entropy weight of interval type-2 fuzzy TOPSIS method. ...
The results show that the new method is almost consistent with the other method thereby would offers a new dimension to type-2 fuzzy group decision-making environment. ...
For examples, Chen and Lee [18] presented an interval type-2 fuzzy TOPSIS (IT2 FT)method to handle fuzzy multiple attributes group decision-making problems based on interval type-2 fuzzy sets where the ...
doi:10.1016/j.procs.2013.10.026
fatcat:gwr3z5yfgjf5fm6zxlia7yb44i
Interval type-2 trapezoidal fuzzy decision-making method with consistency-improving algorithm and DEA model
2020
IEEE Access
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INDEX TERMS Decision-making method, interval type-2 trapezoidal fuzzy preference relations, multiplicative consistency, local consistency adjustment strategy, fuzzy data envelopment analysis. ...
Interval type-2 fuzzy sets (IT2FSs) are useful and valuable tool to describe the decision makers' qualitative evaluation information. ...
[50] developed a method for interval type-2 fuzzy multiple-attribute GDM problems. ...
doi:10.1109/access.2020.3004913
fatcat:2a6mwlgr6nf5zhb6jsjqtpsrxu
An Approach based on TOPSIS for Interval Type-2 Fuzzy Multiple Attributes Decision-making
2015
International Journal of Control and Automation
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As a special kind of T2FSs, interval type-2 fuzzy sets (IT2FSs), whose operations are much simpler than the ones of general T2FSs. ...
The type-2 fuzzy sets (T2FSs) provide us additional degrees of freedom to represent the uncertainty and the fuzziness of the real world. ...
Interval Type-2 Fuzzy Sets In this section, we briefly review some basic concepts of IT2FSs [12] and r-polygonal interval type-2 fuzzy sets (RIT2FSs), and then we define a score function to compare with ...
doi:10.14257/ijca.2015.8.11.09
fatcat:esehr476tzacvjsdy5i4tp7ejy
Interval Type-2 Fuzzy Multiattribute Group Decision-Making for Logistics Services Providers Selection by Combining QFD with Partitioned Heronian Mean Operator
2019
Complexity
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First, we develop the interval type-2 fuzzy PHM (IT2FPHM) operator and the interval type-2 fuzzy weighted PHM (IT2FWPHM) operator and discuss some properties of them. ...
Interval type-2 fuzzy sets (IT2FSs) can more competently express the ambiguity and vagueness and have more powerful processing abilities. ...
type-2 fuzzy environment. ...
doi:10.1155/2019/6727259
fatcat:kxosmfdmunfh7oga4hko642q6y
Frank Aggregation Operators for Triangular Interval Type-2 Fuzzy Set and Its Application in Multiple Attribute Group Decision Making
2014
Journal of Applied Mathematics
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This paper investigates an approach to multiple attribute group decision-making (MAGDM) problems, in which the individual assessments are in the form of triangle interval type-2 fuzzy numbers (TIT2FNs) ...
Secondly, some Frank aggregation operators such as the triangle interval type-2 fuzzy Frank weighted averaging (TIT2FFWA) operator and the triangle interval type-2 fuzzy Frank weighted geometric (TIT2FFWG ...
multiple attribute group decision making with interval type-2 fuzzy information. ...
doi:10.1155/2014/923213
fatcat:ezii3q2575e6nk3wsebjefugj4
A FUZZY MULTI-CRITERIA DECISION MAKING METHODOLOGY BASED UPON THE INTERVAL TYPE-2 FUZZY SETS FOR EVALUATING RENEWABLE ENERGY ALTERNATIVES IN TURKEY
2015
Technological and Economic Development of Economy
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decision-making based upon the interval type-2 TOPSIS method is used to rank the best renewable alternative energy. ...
In this paper, a fuzzy multi criteria decision making (MCDM) methodology was proposed to determine the best renewable energy alternatives for Turkey, because type-2 fuzzy sets provide additional degrees ...
In Section 1, a literature review on multicriteria energy decision making was briefly given. In Section 2, the definitions of interval type-2 fuzzy sets were reviewed. ...
doi:10.3846/20294913.2015.1056276
fatcat:sfrg4xl4qfhttihii4hfegfjy4
Interval Type-2 Fuzzy Information Aggregation Based on Einstein Operations and Its Application to Decision Making
2016
International Journal of Innovative Computing, Information and Control
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Multi-attribute group decision making method based on geometric Bonferroni mean operator of trapezoidal interval type-2 fuzzy numbers
2015
Computers & industrial engineering
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interval type-2 fuzzy numbers. ...
Based on the IT2TFWBM operator and the possibility degree, a new method of multi-attribute decision making with interval type-2 trapezoidal fuzzy information is proposed. ...
Gong et al. proposed [15] some interval type-2 fuzzy GBM operators and applied to interval type-2 fuzzy multi-attribute decision making. ...
doi:10.1016/j.cie.2014.12.030
fatcat:ubmrrz42pzffdl5gbhgpbhtpx4
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