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MODEL FOR PROCESSING IMAGES OF ONLINE SOCIAL NETWORKS USED TO RECOGNIZE POLITICAL EXTREMISM 用于识别政治极端主义的在线社交网络图像处理模型
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a8
K. Bagitova
The scientific research is devoted to solving the important scientific and practical problem of recognizing calls for political extremism in online social networks, which today, due to their high popularity, are one of the main ways of spreading such calls. It is shown that modern means of detecting calls for political extremism in online social networks are mainly focused on the semantic analysis of text messages contained in them. At the same time, in modern online social networks, graphic resources have become widespread, which provide ample opportunities for the implementation of such calls. The possibility of detecting destructive content in images and video materials using neural network analysis is considered. The possibility of increasing the efficiency of neural network recognition has been determined due to the developed image pre-processing model, which makes it possible to adjust the brightness and contrast of images, as well as eliminate typical interference during video recording. The originality of the model lies in the use of a wavelet transform apparatus for filtering typical noise, as well as in the developed mathematical apparatus for adaptive contrast correction based on the local contrast of the neighborhood. It is shows that the use of the developed model for pre-processing images makes it possible to increase the accuracy of neural network recognition of calls for extremism in images and videos posted on online social networks by approximately 12 percent. It is advisable to correlate the paths for further research with the development of a neural network model adapted to the wide variation in the sizes of images and videos in online social networks.
该科学研究致力于解决在线社交网络中政治极端主义呼吁的识别这一重要的科学和实践问题,由于网络社交网络的高度普及,它是传播政治极端主义呼吁的主要途径之一。研究表明,在线社交网络中政治极端主义呼吁的现代检测手段主要集中在对其中包含的文本信息的语义分析上。与此同时,在现代在线社交网络中,图形资源已经广泛存在,这为实现这种呼叫提供了充足的机会。考虑了利用神经网络分析检测图像和视频材料中破坏性内容的可能性。由于开发了图像预处理模型,提高了神经网络识别效率的可能性,使得可以调整图像的亮度和对比度,并消除视频录制过程中的典型干扰。该模型的独创性在于使用小波变换装置过滤典型噪声,以及基于邻域的局部对比度进行自适应对比度校正的数学装置。研究表明,使用开发的模型对图像进行预处理,可以将神经网络识别在线社交网络上发布的图像和视频中极端主义呼吁的准确性提高约12%。建议将进一步研究的路径与神经网络模型的发展联系起来,以适应在线社交网络中图像和视频大小的广泛变化。
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引用次数: 0
STUDYING DYNAMICS OF A CANTILEVER BAR WITH VARIABLE BENDING STIFFNESS 变弯曲刚度悬臂杆的动力学研究
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a7
O. Khabidolda
In this paper, there are studied the dynamic processes (free and forced oscillations) of isotropiccantilever plates in the form of an isosceles (wedge-shaped) triangle. In the study, the finitedifference method has been applied using a regular one-dimensional (linear) grid. The finite-difference equations developed by the authors for point-distributed masses along the length ofthe wedge are presented, taking into account the linearly variable bending stiffness. On this basis,the results of studies in the form of amplitude-frequency characteristics (frequencies, dynamicforces and deflections) in the resonant and near-resonant regions have been obtained. The contentof theoretical provisions and applied results can be widely used in the scientific and engineeringfields and in the field of mechanics of structures.
本文研究了各向同性悬臂板在等腰三角形(楔形)形式下的动态过程(自由振动和强迫振动)。在研究中,有限差分法已应用于一个规则的一维(线性)网格。给出了考虑线性变弯刚度的沿楔长点分布质量的有限差分方程。在此基础上,得到了共振区和近共振区幅频特性(频率、动力和挠度)的研究结果。理论规定的内容和应用结果可以广泛应用于科学和工程领域以及结构力学领域。
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引用次数: 0
Discontinuous compartmental periodic Poisson stable functions 不连续隔室周期泊松稳定函数
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a4
Z. Nugayeva
Among recurrent functions the most sophisticated are Poisson stable functions. For discontinuous functions, there are very few results, for the stability. Discontinuous compartmental Poisson stable functions are in the focus of this research. As the discontinuity points of the functions, a special time sequences, Poisson sequences, are considered. It the first time, the discontinuous functions of two compartments, periodic and Poisson stable, are investigated.  To combine periodicity and Poisson stability, in the case of continuous functions, a convergence sequence with a special kappa property was used [1,2]. For discontinuous functions, this property is not enough, because we also should consider the discontinuity points of the function. For this reason, we need a new concept known as Poisson couple, that is, a couple of a sequence of discontinuity points and convergence sequence that has the kappa property.  Moreover, we meet the challenges for the stability by considering functions on diagonals in the space of arguments. Examples of Poisson stable functions are given to illustrate the theoretical results. The method and results can be effectively used in the study of different types of functional differential equations, impulsive differential equations and differential equations generalized piecewise constant argument, as well as their application.
在递归函数中,最复杂的是泊松稳定函数。对于不连续函数,很少有关于稳定性的结果。不连续隔室泊松稳定函数是本研究的重点。考虑一种特殊的时间序列泊松序列作为函数的不连续点。首次研究了周期型和泊松稳定型两个隔室的不连续函数。为了将周期性和泊松稳定性结合起来,在连续函数的情况下,使用了一个具有特殊kappa性质的收敛序列[1,2]。对于不连续函数,这个性质是不够的,因为我们还要考虑函数的不连续点。为此,我们需要一个叫做泊松偶的新概念,即具有kappa性质的不连续点序列和收敛序列的一对。此外,我们通过考虑实参空间中对角线上的函数来解决稳定性方面的挑战。给出了泊松稳定函数的实例来说明理论结果。该方法和结果可有效地用于研究不同类型的泛函微分方程、脉冲微分方程和广义分段常变量微分方程及其应用。
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引用次数: 0
NUMERICAL IMPLEMENTATION FOR SOLVING THE BOUNDARY VALUE PROBLEM FOR IMPULSIVE INTEGRO-DIFFERENTIAL EQUATIONS WITH PARAMETER 带参数脉冲积分微分方程边值问题的数值实现
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a2
E. Bakirova
In this paper, a linear boundary value problem under impulse effects for the system of Fredholm integro-differential equations with a parameter is investigated. The purpose of this research is to provide a method for solving the studied problem numerically. The ideas of the Dzhumabaev parameterisation method, classical numerical methods of solving Cauchy problems and numerical integration techniques were used as a basis for achieving the goal. When applying the method of parameterisation by points of impulse effects, the interval on which the boundary value problem is considered is divided, additional parameters and new unknown functions are introduced. As a consequence, a problem with parameters equivalent to the original problem is obtained. According to the data of the matrices of the integral term of the equation, boundary conditions and impulse conditions, the SLAE with respect to the introduced parameters is compiled. And the unknown functions are found as solutions of the initial-special problem for the system of integro-differential equations. A numerical algorithm for finding a solution to the boundary value problem for impulse integro-differential equations with a parameter is constructed. Numerical methods for solving Cauchy problems for ODE and calculating definite integrals are used for numerical implementation of the constructed algorithm. Numerical calculations are verified on test problem.
研究了一类带参数Fredholm积分-微分方程组在脉冲效应下的线性边值问题。本研究的目的是提供一种数值求解所研究问题的方法。Dzhumabaev参数化方法的思想、求解柯西问题的经典数值方法和数值积分技术作为实现目标的基础。在应用脉冲效应点参数化方法时,划分了考虑边值问题的区间,引入了附加参数和新的未知函数。由此得到了一个参数与原问题等效的问题。根据方程积分项矩阵、边界条件和脉冲条件的数据,编制了关于引入参数的SLAE。并找到了未知函数作为积分-微分方程组的初特问题的解。构造了一种求带参数脉冲积分微分方程边值问题的数值算法。利用求解ODE的柯西问题和计算定积分的数值方法对所构造的算法进行了数值实现。对试验问题进行了数值计算验证。
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引用次数: 0
EFFECTIVE SOLUTION OF THE PROBLEM OF DIRECT KINEMATICS FOR DRILLING ROBOT-MANIPULATOR WITH FOUR DEGREES OF FREEDOM IN THE MAPLE PROGRAM 在maple程序中有效地求解了四自由度钻孔机器人-机械手的直接运动学问题
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a6
А. Adilkhan
Today, construction machines are widely used, which can be used in hazardous and toxic working environments, in other adverse environments, and in places where it is very difficult for a human operator to control the machine. At the same time, in the current difficult economic situation, it is important to increase the productivity of these construction machines in the mining, construction, and manufacturing sectors. Due to the versatility and convenience of hydraulically driven manipulators among construction machines, they occupy the majority of equipment used in mining or construction work. Vibration machines are used in many technological processes for the removal of hard rocks and other materials in the work performed by hydraulic excavators. This paper considers a hydraulically driven drilling robot with four degrees of freedom. These are machines and equipment based on lever mechanisms of variable structures, which have a number of advantages over analogs. The use of mechanisms of variable structures significantly increases the reliability of vibration shocks, their design is simple and does not require imported materials and components. This is especially important for machines operating in difficult mountain conditions. Under the above operating conditions, semi-automatic or fully computer-controlled machines can work successfully and efficiently. To do this, it is important to understand the kinematics of this machine. therefore, the article describes the sequence of actions required to solve the direct problem of kinematics directed at a drilling robot with four degrees of freedom.
今天,工程机械被广泛使用,它可以在危险和有毒的工作环境中使用,在其他不利的环境中使用,在人类操作员很难控制机器的地方使用。与此同时,在当前经济困难的情况下,提高这些工程机械在采矿、建筑和制造业的生产率是很重要的。由于在工程机械中液压驱动机械手的通用性和方便性,它占据了矿山或建筑工作中使用的大部分设备。在液压挖掘机进行的工作中,振动机在许多工艺过程中用于去除硬岩石和其他材料。研究了一种液压驱动的四自由度钻井机器人。这些是基于可变结构杠杆机制的机器和设备,与类似物相比具有许多优点。变结构机构的使用大大增加了振动冲击的可靠性,其设计简单,不需要进口材料和部件。这对于在困难的山区条件下操作的机器尤其重要。在上述操作条件下,半自动或全计算机控制的机器可以顺利高效地工作。要做到这一点,了解这台机器的运动学是很重要的。因此,本文描述了解决四自由度钻井机器人直接运动学问题所需的动作序列。
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引用次数: 0
MODEL OF GRIPPER OF ROBOT MANIPULATOR WHEN OVERLOADING PLANT MICROSHOOTS FROM THE TRANSPORT CONTAINER TO THE WORKING CONTAINER 将植物细枝从运输容器重载到工作容器时机器人机械手的夹持器模型
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a5
K. Bakhiyeva
In this article, a model is proposed for determining the parameters of the structural elements of a novel pincer robot for transporting plant microsprouts from a transport container in vitro to a working container with soil at the stage of their adaptation in soil during microclonal propagation. Scientific and practical result of the research is the creation of an innovative robotic complex of a manipulation device with a phalanx gripper for the transfer of plant microsprouts from a transport container in vitro to a working container with soil at the stage of their adaptation in soil during microclonal propagation, and the testing of its physical prototype in the adaptation of 3000 pieces of woody microsprouts. Plants with roots in the soil. The obtained research results will affect the scientific and technical potential and competitiveness of scientists in the Republic of Kazakhstan. In the Republic of Kazakhstan there are no studies on automation of the technology of microclonal propagation of plants for their mass production, the application of which would allow obtaining a large number of plants and reducing the cost of planting materials. Besides, the practical results of research on an innovative robotic complex will reduce the import of planting material of woody plants from other countries for the design of settlements in the Republic of Kazakhstan. In this regard, the need for native, high-quality planting material for woody plants will increase. One of the main solutions to the problem of landscaping in the settlement areas of the Republic of Kazakhstan is to obtain native high-quality planting material for woody plants by microclonal propagation.
本文提出了一种新型钳形机器人,用于在植物微克隆繁殖过程中,将植物微芽从离体运输容器运送到有土壤的工作容器,并在其适应土壤的阶段,确定其结构元件参数的模型。本研究取得的科学和实用成果是:在植物微芽微克隆繁殖过程中,为植物微芽在土壤适应阶段从离体运输容器转移到带土壤的工作容器中,创造了具有指骨爪的创新性机器人综合体,并在3000株木本微芽的适应中对其物理原型进行了测试。根在土壤中的植物。获得的研究成果将影响哈萨克斯坦共和国科学家的科学技术潜力和竞争力。在哈萨克斯坦共和国,没有关于大规模生产植物微克隆繁殖技术自动化的研究,该技术的应用将允许获得大量植物并降低种植材料的成本。此外,创新机器人综合体研究的实际成果将减少从其他国家进口木本植物种植材料,用于哈萨克斯坦共和国的住区设计。在这方面,对本地优质木本植物种植材料的需求将会增加。哈萨克斯坦共和国定居地区景观美化问题的主要解决方案之一是通过微克隆繁殖获得本地优质木本植物种植材料。
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引用次数: 0
Development of a software module for modeling drill string displacements 钻柱位移建模软件模块的开发
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a10
Askar Kudaibergenov
In this work, a software module for calculating drill string displacements taking into account the effect of a drilling fluid flow, external loads and the intermittent contact of the drill string with the borehole wall is developed. A generalized nonlinear mathematical model of the drill string spatial lateral vibrations underlies the module. The V.V. Novozhilov nonlinear elasticity theory and the Ostrogradsky-Hamilton variation principle were used to derive the mathematical model. To create the software module, the universal Wolfram Language with integrated computational intelligence is utilized. The functions for performing 2D visualization of the drill string spatial displacements, constructing phase portraits of the solution and conducting the comparative analysis of the obtained numerical results are included into the module. The developed module allows predicting the dynamics of the drill string before the beginning of well drilling due to the possibility of pre-setting the parameters of the drilling system and accounting for the environmental factors in the process of modeling for ensuring quick, safe and efficient exploration and production of natural resources.
在这项工作中,开发了一个计算钻柱位移的软件模块,该模块考虑了钻井液流动、外部载荷和钻柱与井壁的间歇性接触的影响。该模块的基础是钻柱空间横向振动的广义非线性数学模型。利用Novozhilov非线性弹性理论和Ostrogradsky-Hamilton变分原理推导数学模型。软件模块的构建采用了集成计算智能的通用Wolfram语言。该模块具有钻柱空间位移二维可视化、求解相图构建和数值结果对比分析等功能。开发的模块可以在钻井开始之前预测钻柱的动态,因为可以预先设置钻井系统的参数,并考虑建模过程中的环境因素,以确保快速、安全和高效地勘探和生产自然资源。
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引用次数: 0
Conditions for the existence of an "isolated" solution of a boundary value problem for a semilinear loaded hyperbolic equation 半线性加载双曲型方程边值问题“孤立”解存在的条件
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a3
S. Kabdrakhova
Boundary value problems for hyperbolic equations are an important area of mathematical physics and science in nature. They arise in various physical and engineering contexts and have a wide range of applications, including wave propagation in elastic media, electromagnetic waves, as well as problems related to fluid and gas motion. In this article, we will focus on one of the significant subclasses of hyperbolic equations, namely, semi-linear loaded hyperbolic equations, and examine the conditions for the existence of isolated solutions to boundary value problems for such equations.Semi-linear loaded hyperbolic equations are equations in which nonlinear terms depend on the solutions themselves. This makes their study more complex and mathematically intriguing. Our task is to find conditions under which such equations have isolated solutions, meaning solutions that exist in a bounded region of space and time and remain bounded themselves.Studying the conditions for the existence of isolated solutions for semi-linear loaded hyperbolic equations is of significant importance both in theory and practical applications. In this article, we will explore various approaches and methods used to analyze. In [1], issues related to loaded equations and their applications are investigated. The computational method for solving boundary value problems for loaded integro-differential equations and the correct solvability of boundary value problems for loaded differential equations were studied in works [2],[3]. Various problems for loaded differential equations and methods for finding their solutions are considered in [4-9].
双曲方程的边值问题在本质上是数学物理和科学的一个重要领域。它们出现在各种物理和工程环境中,具有广泛的应用,包括弹性介质中的波传播,电磁波,以及与流体和气体运动相关的问题。在本文中,我们将集中讨论双曲方程的一个重要子类,即半线性负载双曲方程,并研究这类方程边值问题的孤立解存在的条件。半线性加载双曲方程是非线性项依赖于解本身的方程。这使得他们的研究更加复杂,在数学上也更加有趣。我们的任务是找到这样的方程具有孤立解的条件,即存在于有界的空间和时间区域并且自身保持有界的解。研究半线性加载双曲型方程孤立解存在的条件具有重要的理论意义和实际应用价值。在本文中,我们将探索用于分析的各种方法和方法。[1]研究了加载方程及其应用的相关问题。文献[2]、[3]研究了求解加载积分-微分方程边值问题的计算方法和加载微分方程边值问题的正确可解性。[4-9]中考虑了加载微分方程的各种问题及其求解方法。
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引用次数: 0
ON THE PROCESS OF TWO IMMISCIBLE LIQUIDS SEPARATED BY A CONTACT SURFACE WITHOUT SURFACE TENSION 对两种不混相液体的分离过程,接触面无表面张力
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a11
K. Shiyapov
The processes of immiscible liquids in porous media are one of the current topics in the modern world, where advanced technologies are used to obtain the most comprehensive information about the geological and geophysical properties of reservoirs. The process of separating two immiscible liquids at a contact surface without surface tension describes the phenomenon when two different types of liquids are in direct contact with each other without the formation of an interface boundary or surface tension between them. This phenomenon can be observed when certain conditions are met, and it is important in various scientific and engineering fields. It is well-known that all hydrodynamic processes are described by mathematical tools and models, and solving such problems allows for obtaining numerical solutions for practical applications in the future. The authors of the article present the problem statement of two immiscible liquids separated by a contact surface without surface tension. For the adequacy of this problem, the presence and singularity of a classical solution have been proven, which depend on the location of the unfixed boundary. The solution demonstrates the existence of a continuous boundary that divides the region into sections containing by two different liquids, where the initial density distribution is a smooth function.
多孔介质中不混相流体的运移过程是当今世界研究的热点之一,利用先进的技术可以获得有关储层地质和地球物理性质的最全面的信息。在无表面张力的接触面上分离两种不混溶液体的过程描述了两种不同类型的液体彼此直接接触而不形成界面边界或表面张力的现象。这种现象在满足一定条件的情况下是可以观察到的,在各种科学和工程领域都很重要。众所周知,所有的水动力过程都是用数学工具和模型来描述的,解决这些问题可以为将来的实际应用提供数值解。本文的作者提出了两种不混溶液体由无表面张力的接触面分离的问题陈述。对于这个问题的充分性,证明了一个经典解的存在性和奇异性,它依赖于不固定边界的位置。该解决方案证明了连续边界的存在,该边界将区域划分为包含两种不同液体的部分,其中初始密度分布是光滑函数。
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引用次数: 0
The coefficient inverse problem for a pseudoparabolic equation of the third order 一类三阶伪抛物方程的系数反问题
Pub Date : 2023-09-01 DOI: 10.26577/jmmcs2023v119i3a1
Serik Aitzhanov
In this paper, we consider the coefficient inverse problem for a third-order pseudoparabolic equation, which represents mathematical model for the movement of moisture and salts in soils. Such non-classical equations are also called Sobolev-type equations. At present, the study of direct and inverse problems for a pseudoparabolic equation is readily developing due to the needs of modeling and controlling processes in hydrodynamics, mechanics, thermal physics and continuum mechanics. At the same time, the investigation of coefficient inverse problems is also important, since they are used in solving problems of planning the development of oil fields, in particular, in determining the filtration parameters of fields, in creating new types of measuring equipment, in solving environmental monitoring problems, etc. Thus both trend directions such as pseudoparabolic equations and coefficient inverse problems are relevant due to the abundance of various applications where such non-classical objects arise. In this work, the Galerkin method is used to prove the existence of the solution for the inverse coefficient problem and obtained sufficient conditions for the blow up of its solution in a finite time in a bounded domain. Moreover, authors developed the algorithm for the numerical solution of the given problem by using the finite difference method. In addition, computational experiments were carried out illustrating the theoretical calculations obtained in the work.
本文考虑了一个三阶拟抛物方程的系数反问题,该方程是土壤中水分和盐分运动的数学模型。这种非经典方程也称为sobolev型方程。目前,由于流体力学、力学、热物理和连续介质力学对过程建模和控制的需要,对伪抛物方程的正反问题的研究正在迅速发展。同时,系数逆问题的研究也很重要,因为它们用于解决规划油田开发的问题,特别是在确定油田过滤参数,创造新型测量设备,解决环境监测问题等方面。因此,这两个趋势方向,如伪抛物方程和系数逆问题是相关的,由于各种应用的丰富,其中这些非经典对象出现。本文利用伽辽金方法证明了系数反问题解的存在性,并得到了该问题解在有限时间内在有界区域内爆破的充分条件。在此基础上,提出了用有限差分法对给定问题进行数值求解的算法。此外,还进行了计算实验,对所得到的理论计算结果进行了说明。
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引用次数: 0
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