A nonlinear method of learning neuro-fuzzy models for dynamic control systems

MV Bobyr, SG Emelyanov - Applied Soft Computing, 2020 - Elsevier
The paper describes a new learning algorithm of adaptive neuro-fuzzy inference systems
that is based on the method of areas' ratio (MAR-ANFIS). Using linear and nonlinear …

On alpha-cross-migrativity of t-conorms over fuzzy implications

BW Fang - Fuzzy Sets and Systems, 2023 - Elsevier
As a weaker form of the classical commuting equation, α-cross-migrativity properties
between conjunctive connectives including t-norms, uninorms, and overlap functions have …

Generating methods of some classes of uninorms and associated structures

VK Gupta, NR Vemuri - Fuzzy Sets and Systems, 2023 - Elsevier
Uninorms are an important class of fuzzy logic connectives that have, so far, neither
generating methods nor algebraic structures. In this work, we attempt to propose some novel …

Исследование устойчивости нейро-нечёткой системы вывода, основанной на методе отношения площадей

НА Милостная - Известия Юго-Западного государственного …, 2022 - science.swsu.ru
Аннотация Цель исследования: исследование гипотезы о возможности изменения
вида переходного процесса во время обучения нейро-нечёткой системы вывода …

[PDF][PDF] Метод нелинейного обучения нейро-нечеткой системы вывода

МВ Бобырь - Искусственный интеллект и принятие решений, 2018 - mathnet.ru
Рассмотрен новый метод обучения системы нейро-нечеткого вывода.
Структурирована обобщенная модель нечеткого вывода с использованием в нем …

Approximation of the functional equation I (x, I (x, y))= I (x, y)

S Dai - Journal of Intelligent & Fuzzy Systems, 2024 - content.iospress.com
The well-known iterative boolean-like law a→(a→ b)= a→ b can be generalized to the
functional equation I (x, I (x, y))= I (x, y), where I is a fuzzy implication. In this paper, we …

[PDF][PDF] Neutrosophic Overlap Function and Its Derived Neutrosophic Residual Implication

X Zhang, Q Hu, X Zhang - Neutrosophic Sets and …, 2023 - digitalrepository.unm.edu
A new concept of neutrosophic overlap function is given, furthermore a neutrosophic
residual implication derived from it is also introduced. Firstly, we give new concept of …

[PDF][PDF] Stability Study of a Neuro-Fuzzy Output System Based on Ratio Area Method

NA Milostnaya - Юго-Западного государственного университета, 2021 - science.swsu.ru
Purpose of research is to study the hypothesis about the possibility of changing the type of
transition process during training in a neuro-fuzzy inference system based on area ratio …

Lattice operations on fuzzy implications and the preservation of the exchange principle

NR Vemuri, B Jayaram - Fuzzy Sets and Systems, 2016 - Elsevier
In this work, we solve an open problem related to the preservation of the exchange principle
(EP) of fuzzy implications under lattice operations ([3], Problem 3.1.). We show that …

Some solutions of functional equation involving fuzzy implications

NR Vemuri - arXiv preprint arXiv:2012.15752, 2020 - arxiv.org
In this article, a functional equation (IE) involving fuzzy implications has been considered.
Two different perspectives of this equation have been provided to realize its significance. As …