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Interval type-2 fuzzy decision making

Thomas Runkler, Simon Coupland, Robert John
2017 International Journal of Approximate Reasoning  
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]

Jagannath Roy, Ananta Ranjan, Animesh Debnath, Samarjit Kar
2016 arXiv   pre-print
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]

Iago Pachêco Gomes, Denis Fernando Wolf
2021 arXiv   pre-print
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

M. Lathamaheswari, D. Nagarajan, J. Kavikumar, Said Broumi
2021 Complex & Intelligent Systems  
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

Baykasoğlu, Gölcük
2019 Mathematics  
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

Jindong Qin
2017 Granular Computing  
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

Sukhveer Singh, Harish Garg
2018 Symmetry  
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

Nurnadiah Zamri, Lazim Abdullah
2013 Procedia Computer Science  
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

Feifei Jin, Jinpei Liu, Huayou Chen, Reza Langari
2020 IEEE Access  
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

Caixia Yang, Wei Chen, Ding-Hong Peng
2015 International Journal of Control and Automation  
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

Hui Zhang, Hui Gao, Peide Liu
2019 Complexity  
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

Jindong Qin, Xinwang Liu
2014 Journal of Applied Mathematics  
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


2015 Technological and Economic Development of Economy  
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

Yanbing Gong, Liangliang Dai, Na Hu
2016 International Journal of Innovative Computing, Information and Control  
doi:10.24507/ijicic.12.06.2011 fatcat:mj7uto4iebgalc4l2fp25ie5oq

Multi-attribute group decision making method based on geometric Bonferroni mean operator of trapezoidal interval type-2 fuzzy numbers

Yanbing Gong, Na Hu, Jiguo Zhang, Gaofeng Liu, Jiangao Deng
2015 Computers & industrial engineering  
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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