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Autor:
Shaily Kabir, Christian Wagner
Publikováno v:
FUZZ-IEEE
Regression represents one of the most basic building blocks of data analysis and AI. Despite growing interest in interval-valued data across various fields, approaches to establish regression models for interval-valued data which address and handle t
Autor:
Kuo-Ping Chiao
Publikováno v:
iFUZZY
In multiple criteria decision making (MCDM), analytic hierarchy process (AHP) is one of the widely used methodologies. The synthesis of the local weighted rates to the global rates is a critical stage. AHP assumes that the decision criteria are indep
Publikováno v:
FUZZ-IEEE
This paper presents experimental results about the relationship between the Footprint Of Uncertainty (FOU) and the centroid of Interval Type-2 Fuzzy Numbers (IT2FN) which are a subclass of Type-2 fuzzy numbers. Four types of IT2FNs are analyzed: sing
Publikováno v:
ICCMA
This paper considers a constrained optimisation problem under uncertainty with at least one element modelled as a probability box uncertainty. The uncertainty is expressed in the coefficient matrices of constraints and/or coefficients of goal functio
Autor:
Guoliang Zhao, Wei Wu
Publikováno v:
2019 Chinese Control And Decision Conference (CCDC).
In the paper, random vector functional link (RVFL) network is extended by the tensor structure, and the enhancement nodes are replaced by type-2 fuzzy sets. Two versions of RVFL network are proposed, one is the interval type-2 RVFL network, and the o
Publikováno v:
FUZZ-IEEE
n-Dimensional fuzzy sets are an extension of fuzzy sets where the membership values are n-tuples of real numbers in the unit interval [0, 1] ordered in increasing order, called n-dimensional intervals. The set of n-dimensional intervals is denoted by
Publikováno v:
2018 International Conference on Sustainable Information Engineering and Technology (SIET).
Fuzzy Time Series is a fuzzy logic implementation method for forecasting based on previous time series data that many researchers have made much effort to improve it. Determining the interval length at the fuzzification stage in Fuzzy Time Series met
Publikováno v:
FUZZ-IEEE
n-dimensional fuzzy sets are an generalizing some extensions of fuzzy sets, such as, interval-valued fuzzy sets, interval-valued Atanassov intuitionistic fuzzy sets and fuzzy mul-tisets, where the membership values are n-truples of real numbers in th
Autor:
Debdas Ghosh, Subrato Chakravorty
Publikováno v:
FUZZ-IEEE
This paper is the first to attempt the characterization of Nash equilibrium strategy in interval type-2 fuzzy environment. The payoffs of the matrix games are considered to be interval type-2 triangular fuzzy numbers. An ordering for interval type-2
Publikováno v:
2017 International Conference on Sustainable Information Engineering and Technology (SIET).
The Purpose research is to develop a new interval value fuzzy by integrating Analytic Hierarchy Process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for multiple criteria group decision-making model (FMCGDM). The