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Mathematics, Volume 12, Issue 24

2024 December-2 - 168 articles

Cover Story: The authors propose a novel random coefficient autoregressive model, which is distinguished by the non-stationarity of its state equation. They model the autoregressive coefficient as an unknown function of an unobservable state variable, which they actively estimate by using the local linear regression method. They construct iterative algorithms that are based on the ordinary least squares and Kalman smoothing methods to estimate the model's parameters. The authors conduct a comprehensive numerical simulation to demonstrate the performance. Additionally, they validate the practical applicability of their model by applying it to actual time series data from the S&P/HKEX Large Cap Index. This real-world data analysis showcases the model's effectiveness in capturing the dynamics of financial markets. View this paper
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Articles (168)

  • Feature Paper
  • Article
  • Open Access
1,172 Views
23 Pages

Generalisation of the Signed Distance

  • Rédina Berkachy and
  • Laurent Donzé

23 December 2024

This paper presents a comprehensive study of the signed distance metric for fuzzy numbers. Due to the property of directionality, this measure has been widely used. However, it has a main drawback in handling asymmetry and irregular shapes in fuzzy n...

  • Article
  • Open Access
4 Citations
1,700 Views
18 Pages

An Integrated Algorithm with Feature Selection, Data Augmentation, and XGBoost for Ovarian Cancer

  • Jingxun Cai,
  • Zne-Jung Lee,
  • Zhihxian Lin,
  • Chih-Hung Hsu and
  • Yun Lin

23 December 2024

Ovarian cancer is one of the most aggressive gynecological cancers due to its high invasion and chemoresistance. It not only has a high incidence rate but also tops the list of mortality rates. Its subtle early symptoms make subsequent diagnosis diff...

  • Article
  • Open Access
1 Citations
1,614 Views
16 Pages

23 December 2024

As a pivotal research method in the field of granular computing (GrC), fuzzy rough sets (FRSs) have garnered significant attention due to their successful overcoming of the limitations of traditional rough sets in handling continuous data. This paper...

  • Article
  • Open Access
1 Citations
1,049 Views
22 Pages

23 December 2024

This article proposes various new approximate analytical solutions of the boundary value problem for the non-stationary system of Nernst–Planck–Poisson (NPP) equations in the diffusion layer of an ideally selective ion-exchange membrane a...

  • Article
  • Open Access
1 Citations
958 Views
26 Pages

SBE-Algebras via Intuitionistic Fuzzy Structures

  • Tahsin Oner,
  • Hashem Bordbar,
  • Neelamegarajan Rajesh and
  • Akbar Rezaei

23 December 2024

The study introduces the concept of intuitionistic fuzzy SBE-subalgebras, ideals, and filters, along with level sets of intuitionistic fuzzy sets within the framework of Sheffer stroke BE-algebras. These concepts are shown to be crucial for understan...

  • Article
  • Open Access
1 Citations
1,082 Views
28 Pages

23 December 2024

The global energy crisis and the pursuit of carbon neutrality have introduced significant challenges to the optimal dispatch of power systems. Despite advancements in optimization techniques, existing methods often struggle to efficiently handle the...

  • Article
  • Open Access
2 Citations
1,272 Views
19 Pages

23 December 2024

Synthetic oversampling methods for dealing with imbalanced classification problems have been widely studied. However, the current synthetic oversampling methods still cannot perform well when facing high-dimensional imbalanced financial data. The fai...

  • Feature Paper
  • Article
  • Open Access
971 Views
32 Pages

Classical Gasses with Singular Densities

  • Luca Di Persio,
  • Yuri Kondratiev and
  • Viktorya Vardanyan

23 December 2024

We investigate classical continuous systems characterized by singular velocity distributions, where the corresponding Radon measures are defined over the entire space with infinite mass. These singular distributions are used to model particle velocit...

  • Article
  • Open Access
3 Citations
3,194 Views
16 Pages

23 December 2024

Crude oil is a raw and natural, but nonrenewable, resource. It is one of the world’s most important commodities, and its price can have ripple effects throughout the broader economy. Accurately predicting crude oil prices is vital for investmen...

  • Article
  • Open Access
1,203 Views
20 Pages

23 December 2024

We investigate a nonlinear integral equation derived through moment approximation from the individual-based representation of spatial logistic dynamics. The equation describes how the densities of pairs of individuals represented by points in continu...

  • Feature Paper
  • Review
  • Open Access
5 Citations
2,391 Views
23 Pages

Higher-Order Spectral Analysis and Artificial Intelligence for Diagnosing Faults in Electrical Machines: An Overview

  • Miguel Enrique Iglesias Martínez,
  • Jose A. Antonino-Daviu,
  • Larisa Dunai,
  • J. Alberto Conejero and
  • Pedro Fernández de Córdoba

23 December 2024

Fault diagnosis in electrical machines is a cornerstone of operational reliability and cost-effective maintenance strategies. This review provides a comprehensive exploration of the integration of higher-order spectral analysis (HOSA) techniques&mdas...

  • Article
  • Open Access
3 Citations
1,655 Views
20 Pages

Generalized Type-2 Fuzzy Approach for Parameter Adaptation in the Whale Optimization Algorithm

  • Leticia Amador-Angulo,
  • Oscar Castillo,
  • Patricia Melin and
  • Zong Woo Geem

22 December 2024

An enhanced whale optimization algorithm (WOA) through the implementation of a generalized type-2 fuzzy logic system (GT2FLS) is outlined. The initial idea is to improve the efficacy of the original WOA using a GT2FLS to find the optimal values of th...

  • Article
  • Open Access
2,518 Views
26 Pages

A Navigation Algorithm Based on the Reinforcement Learning Reward System and Optimised with Genetic Algorithm

  • Mireya Cabezas-Olivenza,
  • Ekaitz Zulueta,
  • Iker Azurmendi-Marquinez,
  • Unai Fernandez-Gamiz and
  • Danel Rico-Melgosa

22 December 2024

Regarding autonomous vehicle navigation, reinforcement learning is a technique that has demonstrated significant results. Nevertheless, it is a technique with a high number of parameters that need to be optimised without prior information, and correc...

  • Article
  • Open Access
3 Citations
3,574 Views
27 Pages

22 December 2024

Image visibility is often degraded under challenging conditions such as low light, backlighting, and inadequate contrast. To mitigate these issues, techniques like histogram equalization, high dynamic range (HDR) tone mapping and near-infrared (NIR)&...

  • Feature Paper
  • Article
  • Open Access
1,556 Views
12 Pages

22 December 2024

In this paper, we study the (classical) Frobenius problem, namely the problem of finding the largest integer that cannot be represented as a nonnegative integer combination of given, relatively prime, (strictly) positive integers (known as the Froben...

  • Article
  • Open Access
2 Citations
1,560 Views
21 Pages

Analysis of Block Adaptive Type-II Progressive Hybrid Censoring with Weibull Distribution

  • Kundan Singh,
  • Yogesh Mani Tripathi,
  • Liang Wang and
  • Shuo-Jye Wu

22 December 2024

The estimation of unknown model parameters and reliability characteristics is considered under a block adaptive progressive hybrid censoring scheme, where data are observed from a Weibull model. This censoring scheme enhances experimental efficiency...

  • Article
  • Open Access
4 Citations
1,799 Views
17 Pages

Low-Light Image Enhancement Integrating Retinex-Inspired Extended Decomposition with a Plug-and-Play Framework

  • Chenping Zhao,
  • Wenlong Yue,
  • Yingjun Wang,
  • Jianping Wang,
  • Shousheng Luo,
  • Huazhu Chen and
  • Yan Wang

22 December 2024

Images captured under low-light conditions often suffer from serious degradation due to insufficient light, which adversely impacts subsequent computer vision tasks. Retinex-based methods have demonstrated strong potential in low-light image enhancem...

  • Article
  • Open Access
2 Citations
1,064 Views
7 Pages

22 December 2024

In this paper, we solve three Diophantine equations: 2x±(2kp)y=z2 and 2x+(2k3)y=z2 with k0 and prime p±3(mod8). We obtain all the non-negative integer solutions by using elementary methods and the database of elliptic...

  • Article
  • Open Access
5 Citations
3,592 Views
27 Pages

22 December 2024

This paper investigates the impact of digital economy development on regional income gaps within provinces in China, focusing on the underlying mechanisms and multidimensional threshold effects. Using provincial panel data from 2011 to 2021, this stu...

  • Article
  • Open Access
3 Citations
2,074 Views
33 Pages

Optimizing Multi-Depot Mixed Fleet Vehicle–Drone Routing Under a Carbon Trading Mechanism

  • Yong Peng,
  • Yanlong Zhang,
  • Dennis Z. Yu,
  • Song Liu,
  • Yali Zhang and
  • Yangyan Shi

22 December 2024

The global pursuit of carbon neutrality requires the reduction of carbon emissions in logistics and distribution. The integration of electric vehicles (EVs) and drones in a collaborative delivery model revolutionizes last-mile delivery by significant...

  • Article
  • Open Access
2 Citations
1,415 Views
33 Pages

A New Class of Bivariate Distributions: Properties, Estimation, and Modeling

  • Jumanah Ahmed Darwish,
  • Saman Hanif Shahbaz and
  • Muhammad Qaiser Shahbaz

22 December 2024

The development of bivariate distributions is a challenging area of research, and a novel class of bivariate distributions is proposed in this paper. Certain useful mathematical characteristics of the proposed class of bivariate distributions are exp...

  • Article
  • Open Access
1,054 Views
18 Pages

Spinor Equations of Smarandache Curves in E3

  • Zeynep İsabeyoǧlu,
  • Tülay Erişir and
  • Ayşe Zeynep Azak

22 December 2024

This study examines the spinor representations of TN (tangent and normal), NB (normal and binormal), TB (tangent and binormal) and TNB (tangent, normal and binormal)–Smarandache curves in three-dimensional Euclidean space E3. Spinors are comple...

  • Article
  • Open Access
5 Citations
15,387 Views
25 Pages

22 December 2024

Reinforcement Learning (RL) is increasingly being applied to complex decision-making tasks such as financial trading. However, designing effective reward functions remains a significant challenge. Traditional static reward functions often fail to ada...

  • Article
  • Open Access
4 Citations
2,811 Views
27 Pages

Sensitivity Analysis of Factors Influencing Coal Prices in China

  • Jingye Lyu,
  • Chong Li,
  • Wenwen Zhou and
  • Jinsuo Zhang

21 December 2024

A scientific assessment of the sensitivity of the Chinese coal market has become an important research topic. This paper combines Gaussian Process Regression (GPR) and Sobol sensitivity analysis to construct a GPR–Sobol hybrid model innovativel...

  • Feature Paper
  • Article
  • Open Access
1 Citations
1,243 Views
20 Pages

21 December 2024

Summation of infinite series has played a significant role in a broad range of problems in the physical sciences and is of interest in a purely mathematical context. In a prior paper, we found that the Fourier–Legendre series of a Bessel functi...

  • Feature Paper
  • Article
  • Open Access
1 Citations
1,047 Views
15 Pages

21 December 2024

In this paper, we delve into the complexities of information-theoretic models, specifically focusing on how we can model sample size and how it affects our previous findings. This question is fundamental and intricate, posing a significant intellectu...

  • Article
  • Open Access
2 Citations
3,697 Views
15 Pages

21 December 2024

This paper presents a synthesis of higher-order control Lyapunov functions (HOCLFs) and higher-order control barrier functions (HOCBFs) capable of controlling nonlinear dynamic systems while maintaining safety. Building on previous Lyapunov and barri...

  • Article
  • Open Access
11 Citations
3,529 Views
17 Pages

21 December 2024

Aiming at some shortcomings of the genetic algorithm to solve the path planning in a global static environment, such as a low efficiency of population initialization, slow convergence speed, and easy-to-fall-into the local optimum, an improved geneti...

  • Article
  • Open Access
3 Citations
1,736 Views
27 Pages

21 December 2024

Within the realm of graphic design sustainability, selecting appropriate solutions has become a crucial strategic decision for organizations aiming to optimize their operations. This paper presents a novel hybrid multi-criteria decision-making (MCDM)...

  • Article
  • Open Access
3 Citations
1,756 Views
33 Pages

21 December 2024

This study proposes a nonlinear adaptive optimal control method, the adaptive H2 control method, applied to the trajectory tracking problem of the wheeled mobile robot (WMR) with four-wheel mecanum wheels. From the perspective of solving mathematical...

  • Article
  • Open Access
2 Citations
1,340 Views
18 Pages

20 December 2024

Bioconvection phenomena play a pivotal role in diverse applications, including the synthesis of biological polymers and advancements in renewable energy technologies. This study develops a comprehensive mathematical model to examine the effects of ke...

  • Article
  • Open Access
2 Citations
2,844 Views
16 Pages

20 December 2024

This research addresses the phenomena of thermoelastic damping (TED) and frequency shift (FS) of a thin flexible piezoelectro-magneto-thermoelastic (PEMT) composite beam. Its motion is constrained by two linear flexible springs attached to both ends....

  • Article
  • Open Access
1 Citations
1,650 Views
12 Pages

Solvability of Some Elliptic Equations with a Nonlocal Boundary Condition

  • Serik Aitzhanov,
  • Bakytbek Koshanov and
  • Aray Kuntuarova

20 December 2024

In this work, we study a nonlocal boundary value problem for a quasilinear elliptic equation. Using the method of regularization and parameter continuation, we prove the existence and uniqueness of a regular solution to the nonlocal boundary value pr...

  • Article
  • Open Access
8 Citations
2,949 Views
14 Pages

A Lightweight Malware Detection Model Based on Knowledge Distillation

  • Chunyu Miao,
  • Liang Kou,
  • Jilin Zhang and
  • Guozhong Dong

20 December 2024

The extremely destructive nature of malware has become a major threat to Internet security. The research on malware detection techniques has been evolving. Deep learning-based malware detection methods have achieved good results by using large-scale,...

  • Article
  • Open Access
1,069 Views
20 Pages

A Finite Representation of Durational Action Timed Automata Semantics

  • Ahmed Bouzenada,
  • Djamel Eddine Saidouni and
  • Gregorio Díaz

20 December 2024

Durational action timed automata (daTAs) are state transition systems like timed automata (TAs) that capture information regarding the concurrent execution of actions and their durations using maximality-based semantics. As the underlying semantics o...

  • Feature Paper
  • Article
  • Open Access
1 Citations
726 Views
14 Pages

20 December 2024

This paper focuses on one-parameter semigroups of ρ-nonexpansive mappings Tt:CC, where C is a subset of a modular space Xρ, the parameter t ranges over [0,+), and ρ is a convex modular with the Fatou property. The common fixe...

  • Article
  • Open Access
10 Citations
1,460 Views
21 Pages

20 December 2024

The application of eigenvalue theory to dual quaternion Hermitian matrices holds significance in the realm of multi-agent formation control. In this paper, we study the use of Rayleigh quotient iteration (RQI) for solving the right eigenpairs of dual...

  • Article
  • Open Access
1,191 Views
29 Pages

Cooperative Behavior of Prosumers in Integrated Energy Systems

  • Natalia Aizenberg,
  • Evgeny Barakhtenko and
  • Gleb Mayorov

20 December 2024

The technical complexity of organizing energy systems’ operation has recently been compounded by the complexity of reconciling the interests of individual entities involved in interactions. This study proposes a possible solution to the problem...

  • Article
  • Open Access
2 Citations
1,409 Views
18 Pages

State Observer for Time Delay Systems Applied to SIRS Compartmental Epidemiological Model for COVID-19

  • Raúl Villafuerte-Segura,
  • Jorge A. Hernández-Ávila,
  • Gilberto Ochoa-Ortega and
  • Mario Ramirez-Neria

20 December 2024

This manuscript presents a Luenberger-type state observer for a class of nonlinear systems with multiple delays. Sufficient conditions are provided to ensure practical stability of the error dynamics. The exponential decay of the observation error dy...

  • Article
  • Open Access
2 Citations
9,443 Views
22 Pages

Improving Medical Image Segmentation Using Test-Time Augmentation with MedSAM

  • Wasfieh Nazzal,
  • Karl Thurnhofer-Hemsi and
  • Ezequiel López-Rubio

20 December 2024

Medical image segmentation is crucial for diagnostics and treatment planning, yet traditional methods often struggle with the variability of real-world clinical data. Deep learning models, like the Segment Anything Model (SAM), have been proposed as...

  • Article
  • Open Access
1 Citations
1,429 Views
10 Pages

Existence of Solutions for Generalized Nonlinear Fourth-Order Differential Equations

  • Salah Benhiouna,
  • Azzeddine Bellour,
  • Reemah Alhuzally and
  • Ahmad M. Alghamdi

20 December 2024

In this article, we studied the existence of solutions for a more general form of nonlinear fourth-order differential equations by using a new generalization of the Arzelá–Ascoli theorem and Schauder fixed theorem under easier and genera...

  • Article
  • Open Access
2 Citations
1,488 Views
17 Pages

20 December 2024

The security of AI models poses significant challenges, as sensitive user information can potentially be inferred from the models, leading to privacy breaches. To address this, machine unlearning methods aim to remove specific data from a trained mod...

  • Article
  • Open Access
2 Citations
1,889 Views
20 Pages

Large Language Model-Assisted Reinforcement Learning for Hybrid Disassembly Line Problem

  • Xiwang Guo,
  • Chi Jiao,
  • Peng Ji,
  • Jiacun Wang,
  • Shujin Qin,
  • Bin Hu,
  • Liang Qi and
  • Xianming Lang

19 December 2024

Recycling end-of-life products is essential for reducing environmental impact and promoting resource reuse. In the realm of remanufacturing, researchers are increasingly concentrating on the challenge of the disassembly line balancing problem (DLBP),...

  • Feature Paper
  • Article
  • Open Access
5 Citations
1,069 Views
34 Pages

19 December 2024

In this paper, we developed a new standby system that combines a retrial strategy with multiple working vacations, and we performed a dynamic analysis of the system. We investigated its well−posedness and asymptotic behavior using the theory of...

  • Article
  • Open Access
1 Citations
991 Views
15 Pages

19 December 2024

Estimators of population characteristics which only exploit information of the study characters tend to be prone to outliers or extreme values that may characterize sampling information due to randomness in selection thereby making them to be less ef...

  • Feature Paper
  • Article
  • Open Access
2 Citations
3,263 Views
22 Pages

19 December 2024

A novel time-dependent deterministic SEIRS model, extended with vaccination, hospitalization, and vital dynamics, is introduced. Time-varying basic and effective reproduction numbers associated with this model are defined, which are crucial metrics i...

  • Article
  • Open Access
2 Citations
1,033 Views
23 Pages

Some New Notions of Continuity in Generalized Primal Topological Space

  • Muhammad Shahbaz,
  • Tayyab Kamran,
  • Umar Ishtiaq,
  • Mariam Imtiaz,
  • Ioan-Lucian Popa and
  • Fethi Mohamed Maiz

19 December 2024

This study analyzes the characteristics and functioning of Sg-functions, Sg-homeomorphisms, and Sg#-homeomorphisms in generalized topological spaces (GTS). A few important points to emphasize are Sg-continuous function...

  • Article
  • Open Access
1,554 Views
26 Pages

Estimation of Sporulated Cell Concentration of Bacillus thuringiensis in a Batch Biochemical Reactor via Simple State Observers

  • José Luis Zárate-Castrejón,
  • Pablo A. López-Pérez,
  • Milagros López-López,
  • Carlos A. Núñez-Colín,
  • Rafael A. Veloz-García,
  • Hamid Mukhtar and
  • Vicente Peña-Caballero

19 December 2024

This paper presents a contrast of two different observation strategies viz a nonlinear observer and a classical extended Luenberger observer applied to a bioreactor system for Bacillus thuringiensis production. The performance of the two observers wa...

  • Article
  • Open Access
11 Citations
3,868 Views
23 Pages

19 December 2024

This study introduces a multi-objective deep reinforcement learning (DRL)-based adaptive transit signal priority control framework designed to enhance safety and efficiency in mixed-autonomy traffic environments. The framework utilizes real-time data...

  • Article
  • Open Access
1 Citations
1,657 Views
25 Pages

19 December 2024

In the context of the global response to climate change and the promotion of an energy transition, the Internet of Things (IoT), sensor technologies, and big data analytics have been increasingly used in power systems, contributing to the rapid devel...

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Mathematics - ISSN 2227-7390