A comprehensive review of multi criteria decision making approaches based on interval type-2 fuzzy sets

E Celik, M Gul, N Aydin, AT Gumus… - Knowledge-Based Systems, 2015 - Elsevier
Multi criteria decision making (MCDM) is a discipline of operations research which has
widely studied by researchers and practitioners. It deals with evaluating and ranking …

Hybrid learning for interval type-2 intuitionistic fuzzy logic systems as applied to identification and prediction problems

I Eyoh, R John, G De Maere… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
This paper presents a novel application of a hybrid learning approach to the optimisation of
membership and nonmembership functions of a newly developed interval type-2 …

Fuzzy multiple attributes group decision-making based on ranking interval type-2 fuzzy sets and the TOPSIS method

SM Chen, JA Hong - IEEE Transactions on Systems, Man, and …, 2014 - ieeexplore.ieee.org
In this paper, we present a new method for fuzzy multiple attributes group decision-making
based on the proposed ranking method of trapezoidal interval type-2 fuzzy sets and the …

Interval type-2 A-intuitionistic fuzzy logic for regression problems

I Eyoh, R John, G De Maere - IEEE Transactions on Fuzzy …, 2017 - ieeexplore.ieee.org
This paper presents an approach to prediction based on a new interval type-2 Atanassov-
intuitionistic fuzzy logic system (IT2AIFLS) of the Takagi-Sugeno-Kang fuzzy inference with …

Derivative-based learning of interval type-2 intuitionistic fuzzy logic systems for noisy regression problems

IJ Eyoh, UA Umoh, UG Inyang, JE Eyoh - International journal of fuzzy …, 2020 - Springer
This study presents a comparative evaluation of interval type-2 intuitionistic fuzzy logic
system using three derivative-based learning algorithms on noisy regression problems. The …

Optimization of interval type-2 intuitionistic fuzzy logic system for prediction problems

I Eyoh, J Eyoh, U Umoh, R Kalawsky - International journal of …, 2021 - World Scientific
Derivative-based algorithms have been adopted in the literature for the optimization of
membership and non-membership function parameters of interval type-2 (T2) intuitionistic …

Interval type-2 intuitionistic fuzzy logic systems-a comparative evaluation

I Eyoh, R John, G De Maere - … of uncertainty in knowledge-based systems, 2018 - Springer
Several fuzzy modeling techniques have been employed for handling uncertainties in data.
This study presents a comparative evaluation of a new class of interval type-2 fuzzy logic …

[PDF][PDF] Interval type-2 Atanassov-intuitionistic fuzzy logic for uncertainty modelling

I Eyoh - 2018 - core.ac.uk
This thesis investigates a new paradigm for uncertainty modelling by employing a new class
of type-2 fuzzy logic system that utilises fuzzy sets with membership and non-membership …

[PDF][PDF] Shared control of streetlights

L Middel - pure.tue.nl
This research investigates how to enable shared control of streetlight for residents in their
own street through a group decision-making method. The decision-makers could collectively …

[PDF][PDF] Interval Type-2 Intuitionistic Fuzzy Logic Systems-A Comparative Evaluation

G De Maere - core.ac.uk
Several fuzzy modeling techniques have been employed for handling uncertainties in data.
This study presents a comparative evaluation of a new class of interval type-2 fuzzy logic …