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Time-varying classifiers, namely, evolving classifiers, play an important role in a scenario in which information is available as a never-ending online data stream. We present a new unsupervised learning method for numerical data called…

人工智能 · 计算机科学 2020-03-30 Charles Aguiar , Daniel Leite

The study of fuzzy fractional variational problems in terms of a fractional Liouville-Caputo derivative is introduced. Necessary optimality conditions for problems of the fuzzy fractional calculus of variations with free end-points are…

最优化与控制 · 数学 2016-12-26 O. S. Fard , R. Almeida , J. Soolaki , A. H. Borzabadi

Fuzzy systems (FSs) have enjoyed wide applications in various fields, including pattern recognition, intelligent control, data mining and bioinformatics, which is attributed to the strong interpretation and learning ability. In traditional…

人工智能 · 计算机科学 2023-09-21 Fuping Hu , Zhaohong Deng , Zhenping Xie , Kup-Sze Choi , Shitong Wang

This research will present a hybrid approach to accelerate convergence in a second order optimization. An online finite difference approximation of the diagonal Hessian matrix will be introduced, along with fuzzy inferencing of several…

机器学习 · 计算机科学 2024-03-26 Abdelaziz Bensadok , Muhammad Zeeshan Babar

This paper shows that how to approximate general fuzzy number by using convolution method.

综合数学 · 数学 2014-08-11 Huan Huang

The purpose of this paper is to point to the usefulness of applying a linear mathematical formulation of fuzzy multiple criteria objective decision methods in organising business activities. In this respect fuzzy parameters of linear…

人工智能 · 计算机科学 2007-05-23 Sonja Petrovic-Lazarevic , Ajith Abraham

The critical properties of a simple prey-predator model are revisited. For some values of the control parameters, the model exhibits a line of directed percolation like transitions to a single absorbing state. For other values of the…

统计力学 · 物理学 2009-11-07 Tibor Antal , Michel Droz , Adam Lipowski , Geza Odor

In this paper, linear systems with a crisp real coefficient matrix and with a vector of fuzzy triangular numbers on the right-hand side are studied. A new method, which is based on the geometric representations of linear transformations, is…

数值分析 · 计算机科学 2011-11-03 N. Gasilov , Şahin Emrah Amrahov , A. Golayoglu Fatullayev , H. I. Karakas , O. Akin

A new fuzzy method is developed using triangular/trapezoidal fuzzy numbers for evaluating a group's mean performance, when qualitative grades instead of numerical scores are used for assessing its members' individual performance. Also, a…

人工智能 · 计算机科学 2020-11-24 Michael Voskoglou

The work reported in this paper is motivated towards the development of a mathematical model for swarm systems based on macroscopic primitives. A pattern formation and transformation model is proposed. The pattern transformation model…

机器人学 · 计算机科学 2013-10-10 Blesson Varghese , Gerard McKee

On this thesis we present the fuzzy sets, fuzzy numbers, the fractional derivative and also we discuss the solution of the first order of fuzzy hybrid equation.

综合数学 · 数学 2021-09-17 Aziz Elghazouani

The theory of fuzzy mathematics has been proven very effective for defining and solving optimization problems. Fuzzy quadratic programming (FQP) is a consequence of this approach. In this paper, an algorithm has been proposed to solve FQP…

综合数学 · 数学 2022-07-25 Sajal Chakroborty

We develop an analytical approach to scalar field theory on the fuzzy sphere based on considering a perturbative expansion of the kinetic term. This expansion allows us to integrate out the angular degrees of freedom in the hermitian…

高能物理 - 理论 · 物理学 2009-11-18 Denjoe O'Connor , Christian Saemann

In this paper, an attempt is made to understand the dynamics of a fractional order three species Leslie-Gower predator prey food chain model with simplified Holling type IV functional response by considering fractional derivative in Caputo…

动力系统 · 数学 2024-01-30 Shuvojit Mondal , Nandadulal Bairagi

Most existing fuzzy set methods use points as their input, which is the finest granularity from the perspective of granular computing. Consequently, these methods are neither efficient nor robust to label noise. Therefore, we propose a…

机器学习 · 计算机科学 2022-11-29 Shuyin Xia , Xiaoyu Lian , Guoyin Wang , Xinbo Gao , Yabin Shao

This article is meant to give a lucid and widely accessible, self-contained account of a novel way of performing arithmetic operations on fuzzy intervals. Based on two formulae of generalized inversion (the first in close analogy to the…

综合数学 · 数学 2016-10-28 Jan Schneider

This article describes the fuzzy conformable fractional derivative which is based on generalized Hukuhara differentiability. On these topics, we prove a number of properties concerning this type of differentiability. In addition, fuzzy…

综合数学 · 数学 2022-06-23 Hadi Eghlimi , Mohammad Sadegh Asgari

In this paper, notion of p - norm generalized trapezoidal intuitionistic fuzzy numbers is introduced. A new ranking method is introduced for p - norm generalized trapezoidal intuitionistic fuzzy numbers. Also we consider linear programming…

最优化与控制 · 数学 2015-12-08 Shashi Aggarwal , Chavi Gupta

We study the Bazykin predator-prey model with predator intraspecific interactions and ratio-dependent functional response and show the existence and stability of two interior equilibrium points. We prove that the model displays a wide range…

动力系统 · 数学 2021-03-08 Claudio Arancibia-Ibarra , Pablo Aguirre , José Flores , Peter van Heijster

Random fuzzy variables join the modeling of the impreciseness (due to their ``fuzzy part'') and randomness. Statistical samples of such objects are widely used, and their direct, numerically effective generation is therefore necessary.…

机器学习 · 统计学 2025-01-22 Maciej Romaniuk , Abbas Parchami , Przemysław Grzegorzewski