首页 > 最新文献

Infokommunikacionnye tehnologii最新文献

英文 中文
THE PROBLEM OF GENERATING PSEUDORANDOM SEQUENCES OF COMPOSITE DISTRIBUTIONS FOR QS SIMULATION qs模拟中复合分布伪随机序列的生成问题
Pub Date : 2023-04-27 DOI: 10.18469/ikt.2022.20.3.03
This article presents the results obtained on developing a pseudo-random sequence generator for simulation modeling of a QS with a hyper-Erlangian input distribution of the second order. In foreign and Russian-language scientific literature, including web resources, data on this domain were not found by the authors. It is known that this distribution law is the most general distribution of a continuous nonnegative random variable within a wide range of variation coefficients. The latter plays an important role in estimating a delay of requests in a queue in queuing systems, since an average delay of requests in a queue is related to the coefficients of variation of arrival and service intervals via the quadratic dependence. Using this higher order distribution is difficult to derive a solution for an average waiting time due to the increasing computational complexity. For the hyper-Erlangian distribution law of the second order, the authors previously obtained some numeric and analytic results based on the method of spectral solution to the Lindley's integral equation. The article presents the obtained algorithm and program on GPSS WORLD for simulating the functioning of a QS with a hyper-Erlangian input distribution. The adequacy of the obtained results was confirmed by comparing the simulation results with the results of numerical simulation in the Mathcad environment. The authors hope that the presented results will be in demand by specialists in the field of simulation modeling in the GPSS WORLD environment.
本文介绍了用伪随机序列发生器对二阶超埃尔朗日输入分布的QS进行仿真建模的结果。在外文和俄文科学文献中,包括网络资源,作者未发现该领域的数据。已知该分布规律是连续非负随机变量在较宽变异系数范围内的最一般分布。由于队列中请求的平均延迟通过二次依赖关系与到达间隔和服务间隔的变化系数相关,因此后者在估计队列中请求的延迟中起着重要作用。由于计算复杂度的增加,使用这种高阶分布很难得到平均等待时间的解。对于二阶超埃尔朗根分布规律,作者先前利用林德利积分方程的谱解法得到了一些数值和解析结果。本文给出了在GPSS WORLD上模拟具有超埃尔朗输入分布的QS功能的算法和程序。通过将仿真结果与Mathcad环境下的数值模拟结果进行比较,证实了所得结果的充分性。作者希望所提出的结果将被GPSS WORLD环境中仿真建模领域的专家所需要。
{"title":"THE PROBLEM OF GENERATING PSEUDORANDOM SEQUENCES OF COMPOSITE DISTRIBUTIONS FOR QS SIMULATION","authors":"","doi":"10.18469/ikt.2022.20.3.03","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.3.03","url":null,"abstract":"This article presents the results obtained on developing a pseudo-random sequence generator for simulation modeling of a QS with a hyper-Erlangian input distribution of the second order. In foreign and Russian-language scientific literature, including web resources, data on this domain were not found by the authors. It is known that this distribution law is the most general distribution of a continuous nonnegative random variable within a wide range of variation coefficients. The latter plays an important role in estimating a delay of requests in a queue in queuing systems, since an average delay of requests in a queue is related to the coefficients of variation of arrival and service intervals via the quadratic dependence. Using this higher order distribution is difficult to derive a solution for an average waiting time due to the increasing computational complexity. For the hyper-Erlangian distribution law of the second order, the authors previously obtained some numeric and analytic results based on the method of spectral solution to the Lindley's integral equation. The article presents the obtained algorithm and program on GPSS WORLD for simulating the functioning of a QS with a hyper-Erlangian input distribution. The adequacy of the obtained results was confirmed by comparing the simulation results with the results of numerical simulation in the Mathcad environment. The authors hope that the presented results will be in demand by specialists in the field of simulation modeling in the GPSS WORLD environment.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115537400","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
THE USE OF MODEL DISTRIBUTIONS IN THE ANALYSIS OF QUEUING SYSTEMS WITH CORRELATED ARRIVALS 模型分布在分析具有相关到达的排队系统中的应用
Pub Date : 2023-04-27 DOI: 10.18469/ikt.2022.20.3.02
The article considers the task of determining the waiting time for a request in a queue in a general-type single-channel queueing system when time intervals between incoming requests are correlated. For solving the task, it is proposed to carry out decorrelation of specified time intervals using the discrete cosine transform. Generally, to analyze arbitrary distributions included in the expression for a decorrelated sequence, one can suggest an approach based on the approximation of unknown densities by a model distribution. The calculation of cumulants and moments of random variables is very simple compared to the analytical methods. Based on the found final set of cumulants, a model probability density can always be reproduced with a certain error. Generally, to calculate the average waiting time of a request in a queue, it is necessary to determine the correlation properties and one-dimensional probability density of time intervals between incoming requests, synthesize a two-dimensional probability density of a sequence of given intervals that has a measured correlation function, and, further, calculate joint moments and cumulants for correlated values, on which their model density is built.
本文考虑了当传入请求之间的时间间隔相关时,在通用型单通道队列系统中确定队列中请求的等待时间的任务。为了解决这一问题,提出利用离散余弦变换对指定时间间隔进行去相关。通常,为了分析去相关序列表达式中包含的任意分布,可以提出一种基于模型分布近似未知密度的方法。与解析方法相比,随机变量的累积量和矩的计算非常简单。基于所发现的最终累积量集,模型概率密度总是可以在一定误差的情况下再现。通常,为了计算队列中请求的平均等待时间,需要确定传入请求之间的时间间隔的相关性质和一维概率密度,对给定的间隔序列合成具有测量相关函数的二维概率密度,并计算相关值的联合矩和累积量,在此基础上构建其模型密度。
{"title":"THE USE OF MODEL DISTRIBUTIONS IN THE ANALYSIS OF QUEUING SYSTEMS WITH CORRELATED ARRIVALS","authors":"","doi":"10.18469/ikt.2022.20.3.02","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.3.02","url":null,"abstract":"The article considers the task of determining the waiting time for a request in a queue in a general-type single-channel queueing system when time intervals between incoming requests are correlated. For solving the task, it is proposed to carry out decorrelation of specified time intervals using the discrete cosine transform. Generally, to analyze arbitrary distributions included in the expression for a decorrelated sequence, one can suggest an approach based on the approximation of unknown densities by a model distribution. The calculation of cumulants and moments of random variables is very simple compared to the analytical methods. Based on the found final set of cumulants, a model probability density can always be reproduced with a certain error. Generally, to calculate the average waiting time of a request in a queue, it is necessary to determine the correlation properties and one-dimensional probability density of time intervals between incoming requests, synthesize a two-dimensional probability density of a sequence of given intervals that has a measured correlation function, and, further, calculate joint moments and cumulants for correlated values, on which their model density is built.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129953728","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DIGITAL DOUBLES IN MANAGEMENT 管理的数字化倍增
Pub Date : 2023-04-27 DOI: 10.18469/ikt.2022.20.3.01
The work considers some digital models of real devices that have interface means by which the simulated object interacts with the external environment. Such models are called «digital twins». Two types of models used in creation of digital twins are considered. These are time series models and domain models. Domain models use the laws of a given domain. They use mathematical, logical and probabilistic properties inherent in a particular domain. Time series models are universal for various domains and do not depend on the physical nature of variables of a specific series. Such models can be used to predict the behavior of a simulated object. As examples, a delay prediction model in a video traffic control system and a model for recharging batteries of wireless sensor networks are considered.
该工作考虑了一些真实设备的数字模型,这些模型具有模拟对象与外部环境交互的接口手段。这种模式被称为“数字双胞胎”。考虑了两种用于创建数字双胞胎的模型。这些是时间序列模型和领域模型。领域模型使用给定领域的定律。它们使用特定领域固有的数学、逻辑和概率属性。时间序列模型适用于各种领域,不依赖于特定序列变量的物理性质。这样的模型可以用来预测模拟对象的行为。以视频交通控制系统中的延迟预测模型和无线传感器网络中的电池充电模型为例。
{"title":"DIGITAL DOUBLES IN MANAGEMENT","authors":"","doi":"10.18469/ikt.2022.20.3.01","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.3.01","url":null,"abstract":"The work considers some digital models of real devices that have interface means by which the simulated object interacts with the external environment. Such models are called «digital twins». Two types of models used in creation of digital twins are considered. These are time series models and domain models. Domain models use the laws of a given domain. They use mathematical, logical and probabilistic properties inherent in a particular domain. Time series models are universal for various domains and do not depend on the physical nature of variables of a specific series. Such models can be used to predict the behavior of a simulated object. As examples, a delay prediction model in a video traffic control system and a model for recharging batteries of wireless sensor networks are considered.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123948994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MACHINE LEARNING OF ARTIFICIAL INTELLIGENCE AGENTS ON ASSOCIATIVE HETERARCHICAL MEMORY 联想层次记忆下的人工智能代理机器学习
Pub Date : 2023-04-27 DOI: 10.18469/ikt.2022.20.3.11
Natural language processing is an essential task for the whole field of artificial intelligence. To solve this problem, the authors proposed a new mathematical form, so called associative-heterarchical memory, based on the concept of hypergraph. Machine learning is a widely used method of artificial intelligence, especially when humans cannot determine patterns and frequencies of output values when viewing the data. Machine learning is best applicable for such tasks. Associative-heterarchical memory can also be applied to machine learning, and several methods (learning with a teacher, learning without a teacher, reinforcement learning) can be used to optimize the performance of associative-heterarchical memory-based artificial intelligence agents and perform required tasks. The output of such programs can be semantic or logical. Thus, machine learning is an important part of thewhole structure of associative-heterarchical memory. This article is devoted to interaction between associative-heterarchical memory and machine learning methods. Later on, the team of authors plans to write an additional article describing the output method using activation focus. This article will be of interest to experts in the area of artificial intelligence and mathematicians.
自然语言处理是整个人工智能领域的一项重要任务。为了解决这一问题,作者在超图概念的基础上提出了一种新的数学形式——联想-层次记忆。机器学习是一种广泛使用的人工智能方法,特别是当人类在查看数据时无法确定输出值的模式和频率时。机器学习最适用于这类任务。联想-层次记忆也可以应用于机器学习,有几种方法(有老师学习、无老师学习、强化学习)可以用来优化基于联想-层次记忆的人工智能代理的性能,并执行所需的任务。这些程序的输出可以是语义的,也可以是逻辑的。因此,机器学习是联想-层次记忆整个结构的重要组成部分。本文致力于联想-层次记忆和机器学习方法之间的相互作用。稍后,作者团队计划编写另外一篇文章,描述使用激活焦点的输出方法。这篇文章将会引起人工智能领域的专家和数学家的兴趣。
{"title":"MACHINE LEARNING OF ARTIFICIAL INTELLIGENCE AGENTS ON ASSOCIATIVE HETERARCHICAL MEMORY","authors":"","doi":"10.18469/ikt.2022.20.3.11","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.3.11","url":null,"abstract":"Natural language processing is an essential task for the whole field of artificial intelligence. To solve this problem, the authors proposed a new mathematical form, so called associative-heterarchical memory, based on the concept of hypergraph. Machine learning is a widely used method of artificial intelligence, especially when humans cannot determine patterns and frequencies of output values when viewing the data. Machine learning is best applicable for such tasks. Associative-heterarchical memory can also be applied to machine learning, and several methods (learning with a teacher, learning without a teacher, reinforcement learning) can be used to optimize the performance of associative-heterarchical memory-based artificial intelligence agents and perform required tasks. The output of such programs can be semantic or logical. Thus, machine learning is an important part of thewhole structure of associative-heterarchical memory. This article is devoted to interaction between associative-heterarchical memory and machine learning methods. Later on, the team of authors plans to write an additional article describing the output method using activation focus. This article will be of interest to experts in the area of artificial intelligence and mathematicians.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"189 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133730348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
UNIVERSAL «SMART» SET-TOP BOX TO HOUSEHOLD APPLIANCES 通用«智能»机顶盒家用电器
Pub Date : 2023-04-27 DOI: 10.18469/ikt.2022.20.3.09
A simple and cheap way to turn ordinary household appliances (refrigerators, microwave ovens, coffee makers, washing machines, coolers, etc.) into «smart» ones using a stand-alone wireless set-top box for implementation of a «smart house» within the «Internet of Things» concept is presented. The basic hardware architecture of the set-top box has been developed, which includes a microcontroller, a Wi-Fi module with a built-in antenna, a rechargeable battery or a 220 V power supply. Depending on the functions performed, the basic architecture of the set-top box can be supplemented with various modules. i. e. external sensors (detectors, scanners. etc.) receiving signals from household appliances, a memory module, modules for input or output of information, a clock module, etc. The software of the set-top box microcontroller provides receiving and processing information from various external sensors generating information about operation of the household appliance and transmitting it through a wireless access point based on Wi-Fi technology to Internet to notify the user through the corresponding mobile application. The set-top box can work in conjunction with conventional household appliances without interfering with their design. Potential consumers of the set-top box are, first of all, domestic consumers, as well as any organizations and firms that use various household appliances at their offices and industrial premises. Based on the proposed architecture of the set-top box, a solution was developed in the form of a «smart bottle», which allows you to control the water level in a 19-liter bottle and use a mobile application to automatically order bottles from a bottled water supplier. The set-top box can be used with any types of water coolers/dispensers and even with hand pump bottles.
介绍了一种简单而廉价的方法,可以使用独立的无线机顶盒将普通家用电器(冰箱、微波炉、咖啡机、洗衣机、冷却器等)变成“智能”电器,从而实现“物联网”概念下的“智能住宅”。机顶盒的基本硬件架构已经开发出来,其中包括一个微控制器、一个内置天线的Wi-Fi模块、一个可充电电池或一个220v电源。根据功能的不同,机顶盒的基本架构可以补充各种模块。即外部传感器(探测器、扫描仪)。等)接收来自家用电器的信号,存储器模块,信息输入或输出模块,时钟模块等。机顶盒微控制器的软件提供接收和处理来自各种外部传感器的信息,这些传感器产生有关家电运行的信息,并通过基于Wi-Fi技术的无线接入点将其发送到Internet,通过相应的移动应用程序通知用户。这种机顶盒可以与传统的家用电器配合使用,而不会干扰它们的设计。机顶盒的潜在消费者首先是家庭消费者,以及在办公室和工业场所使用各种家用电器的任何组织和公司。基于机顶盒的拟议架构,开发了一种“智能瓶”形式的解决方案,它允许您控制19升瓶中的水位,并使用移动应用程序自动从瓶装水供应商处订购瓶装水。机顶盒可以与任何类型的冷却器/饮水机一起使用,甚至可以与手动泵瓶一起使用。
{"title":"UNIVERSAL «SMART» SET-TOP BOX TO HOUSEHOLD APPLIANCES","authors":"","doi":"10.18469/ikt.2022.20.3.09","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.3.09","url":null,"abstract":"A simple and cheap way to turn ordinary household appliances (refrigerators, microwave ovens, coffee makers, washing machines, coolers, etc.) into «smart» ones using a stand-alone wireless set-top box for implementation of a «smart house» within the «Internet of Things» concept is presented. The basic hardware architecture of the set-top box has been developed, which includes a microcontroller, a Wi-Fi module with a built-in antenna, a rechargeable battery or a 220 V power supply. Depending on the functions performed, the basic architecture of the set-top box can be supplemented with various modules. i. e. external sensors (detectors, scanners. etc.) receiving signals from household appliances, a memory module, modules for input or output of information, a clock module, etc. The software of the set-top box microcontroller provides receiving and processing information from various external sensors generating information about operation of the household appliance and transmitting it through a wireless access point based on Wi-Fi technology to Internet to notify the user through the corresponding mobile application. The set-top box can work in conjunction with conventional household appliances without interfering with their design. Potential consumers of the set-top box are, first of all, domestic consumers, as well as any organizations and firms that use various household appliances at their offices and industrial premises. Based on the proposed architecture of the set-top box, a solution was developed in the form of a «smart bottle», which allows you to control the water level in a 19-liter bottle and use a mobile application to automatically order bottles from a bottled water supplier. The set-top box can be used with any types of water coolers/dispensers and even with hand pump bottles.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130830663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
ADAPTIVE TRAINABLE MODEL FOR DETECTING VULNERABILITIES OF UMV INTERFACES BASED ON PROBABILISTIC AUTOMATES 基于概率自动化的自适应可训练umv接口漏洞检测模型
Pub Date : 2023-02-15 DOI: 10.18469/ikt.2022.20.2.12
The purpose of this work is to develop a model that will provide an opportunity to study the processes of detecting vulnerabilities of UMV interfaces in dynamically changing external environment. An algorithmic approach based on adaptive intelligent technology methods for monitoring of the state of UMV resources is considered. An adaptive trainable model using probabilistic estimation of changes in the stateof UMV resources as well as nonparametrical statistics methods are presented.
这项工作的目的是开发一个模型,该模型将为研究动态变化的外部环境中UMV接口漏洞的检测过程提供机会。提出了一种基于自适应智能技术方法的UMV资源状态监测算法。提出了一种基于概率估计和非参数统计方法的自适应可训练模型。
{"title":"ADAPTIVE TRAINABLE MODEL FOR DETECTING VULNERABILITIES OF UMV INTERFACES BASED ON PROBABILISTIC AUTOMATES","authors":"","doi":"10.18469/ikt.2022.20.2.12","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.2.12","url":null,"abstract":"The purpose of this work is to develop a model that will provide an opportunity to study the processes of detecting vulnerabilities of UMV interfaces in dynamically changing external environment. An algorithmic approach based on adaptive intelligent technology methods for monitoring of the state of UMV resources is considered. An adaptive trainable model using probabilistic estimation of changes in the stateof UMV resources as well as nonparametrical statistics methods are presented.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127211585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
FEATURES OF THE METHODOLOGY OF TEACHING THE DISCIPLINE «NETWORKS AND SYSTEMS OF INFORMATION TRANSMISSION» IN MODERN CONDITIONS 现代条件下“信息传播网络与系统”学科教学方法的特点
Pub Date : 2023-02-15 DOI: 10.18469/ikt.2022.20.2.14
Modern networks and information transmission systems are based on packet switching and routing technologies that provide the exchange of confidential information over the Internet, a global international data transmission network. The Internet has created a unified information space, including a lot of large and small networks, as well as individual interconnected computers. IP-technologies form the basis of networks and information transmission systems. The technologies used to protect traffic transmitted over local and global networks use the resources of routers and switches. When teaching students about packet switching and routing technologies, computer modeling of networks based on network emulators and simulators, systems and devices has gained a widespread acceptance. The use of emulators and simulators is especially effective for distant learning of students.
现代网络和信息传输系统是以分组交换和路由技术为基础的,这些技术在全球国际数据传输网络互联网上提供机密信息的交换。互联网创造了一个统一的信息空间,包括许多大大小小的网络,以及相互连接的个人计算机。ip技术构成了网络和信息传输系统的基础。用于保护在本地和全球网络上传输的流量的技术使用路由器和交换机的资源。在向学生讲授分组交换和路由技术时,基于网络仿真器和模拟器、系统和设备的网络计算机建模已经得到了广泛的接受。使用仿真器和模拟器对学生的远程学习特别有效。
{"title":"FEATURES OF THE METHODOLOGY OF TEACHING THE DISCIPLINE «NETWORKS AND SYSTEMS OF INFORMATION TRANSMISSION» IN MODERN CONDITIONS","authors":"","doi":"10.18469/ikt.2022.20.2.14","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.2.14","url":null,"abstract":"Modern networks and information transmission systems are based on packet switching and routing technologies that provide the exchange of confidential information over the Internet, a global international data transmission network. The Internet has created a unified information space, including a lot of large and small networks, as well as individual interconnected computers. IP-technologies form the basis of networks and information transmission systems. The technologies used to protect traffic transmitted over local and global networks use the resources of routers and switches. When teaching students about packet switching and routing technologies, computer modeling of networks based on network emulators and simulators, systems and devices has gained a widespread acceptance. The use of emulators and simulators is especially effective for distant learning of students.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126848512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ARTIFICIAL INTELLIGENCE AS A TOOL FOR ANALYZING LITERARY TEXTS 人工智能作为分析文学文本的工具
Pub Date : 2023-02-15 DOI: 10.18469/ikt.2022.20.2.08
To date, the issue of integrating artificial intelligence technology in solving various kinds of tasks is being updated. One of the most promising areas of use of intelligent systems is text analysis. This article is devoted to an actual topic related to the integration of artificial intelligence as a tool for analyzing literary texts. The author uses theoretical and empirical research methods. Scientific materials of domestic and foreign authorship are used in the work in order to obtain the most relevant and objective information. The predominant part of the work is devoted specifically to the use of artificial intelligence technology in text analysis.
迄今为止,将人工智能技术集成到解决各种任务中的问题正在更新。文本分析是智能系统最有前途的应用领域之一。本文致力于一个与人工智能作为分析文学文本的工具的集成相关的实际主题。本文采用理论与实证相结合的研究方法。为了获得最相关、最客观的信息,在工作中使用了国内外作者的科学资料。这项工作的主要部分是专门致力于在文本分析中使用人工智能技术。
{"title":"ARTIFICIAL INTELLIGENCE AS A TOOL FOR ANALYZING LITERARY TEXTS","authors":"","doi":"10.18469/ikt.2022.20.2.08","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.2.08","url":null,"abstract":"To date, the issue of integrating artificial intelligence technology in solving various kinds of tasks is being updated. One of the most promising areas of use of intelligent systems is text analysis. This article is devoted to an actual topic related to the integration of artificial intelligence as a tool for analyzing literary texts. The author uses theoretical and empirical research methods. Scientific materials of domestic and foreign authorship are used in the work in order to obtain the most relevant and objective information. The predominant part of the work is devoted specifically to the use of artificial intelligence technology in text analysis.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114229833","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ENSURING THE FORMATION OF CONTROL ACTIONS FOR COMPUTER NODE CONTROL ON THE BASIS OF STOCHASTIC APPROXIMATION PROJECTION ALGORITHMS 基于随机逼近投影算法的计算机节点控制控制动作的形成保证
Pub Date : 2023-02-15 DOI: 10.18469/ikt.2022.20.2.07
In practice, critical tasks require prompt management decisions using computer systems. Computer systems provide a flexible response to a variety of possible changes in the external environment, including, subject to an increase in the scope of information required for processing. Dynamic changes in the external environment necessitate rapid changes in industrial enterprises. These internal changes should be developed in concert with external ones, and, in most cases, they can be significant and abrupt. The active use of computer systems creates a lot of risks associated with cyber attacks. These risks are related to business processes based on the use of automated computer systems. The significance of the problem of managing computer nodes is actually obvious, since the implementation of the planned modifications of the computer infrastructure in practice allows to perform a variety of previously unattainable, fundamentally new steps in order to ensure the development of the infrastructure itself. Practical measures for computer infrastructure operation demonstrate that the constant provision of information and communication complexes and systems requires, first of all, a continuous analysis of the existing infrastructure and its subsequent adjustment. Therefore, within the framework of this publication, the provision of development measures offor computer node control based on projection algorithms of stochastic approximation is considered. The operation of computer nodes, taking into account their management using recurrent stochastic optimization algorithms, makes it possible to implement changes in the existing relationships in the computerized infrastructure field, which will provide development opportunity for organizations based on such infrastructures.
在实践中,关键任务需要使用计算机系统及时做出管理决策。计算机系统对外部环境的各种可能变化提供灵活的反应,包括根据需要处理的信息范围的增加。外部环境的动态变化要求工业企业进行快速变革。这些内部变化应该与外部变化一起发展,并且在大多数情况下,它们可能是显著的和突然的。积极使用计算机系统会产生许多与网络攻击相关的风险。这些风险与基于使用自动化计算机系统的业务流程有关。管理计算机节点问题的重要性实际上是显而易见的,因为在实践中实施对计算机基础设施的计划修改,可以执行各种以前无法实现的、根本的新步骤,以确保基础设施本身的发展。计算机基础设施运行的实际措施表明,不断提供信息和通信综合体和系统首先需要对现有基础设施进行持续分析及其后续调整。因此,在本文的框架内,考虑了基于随机逼近的投影算法的计算机节点控制的发展措施。计算机节点的操作,考虑到使用循环随机优化算法对其进行管理,使计算机基础设施领域中现有关系的变化成为可能,这将为基于这种基础设施的组织提供发展机会。
{"title":"ENSURING THE FORMATION OF CONTROL ACTIONS FOR COMPUTER NODE CONTROL ON THE BASIS OF STOCHASTIC APPROXIMATION PROJECTION ALGORITHMS","authors":"","doi":"10.18469/ikt.2022.20.2.07","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.2.07","url":null,"abstract":"In practice, critical tasks require prompt management decisions using computer systems. Computer systems provide a flexible response to a variety of possible changes in the external environment, including, subject to an increase in the scope of information required for processing. Dynamic changes in the external environment necessitate rapid changes in industrial enterprises. These internal changes should be developed in concert with external ones, and, in most cases, they can be significant and abrupt. The active use of computer systems creates a lot of risks associated with cyber attacks. These risks are related to business processes based on the use of automated computer systems. The significance of the problem of managing computer nodes is actually obvious, since the implementation of the planned modifications of the computer infrastructure in practice allows to perform a variety of previously unattainable, fundamentally new steps in order to ensure the development of the infrastructure itself. Practical measures for computer infrastructure operation demonstrate that the constant provision of information and communication complexes and systems requires, first of all, a continuous analysis of the existing infrastructure and its subsequent adjustment. Therefore, within the framework of this publication, the provision of development measures offor computer node control based on projection algorithms of stochastic approximation is considered. The operation of computer nodes, taking into account their management using recurrent stochastic optimization algorithms, makes it possible to implement changes in the existing relationships in the computerized infrastructure field, which will provide development opportunity for organizations based on such infrastructures.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124916699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PARAMETRICAL SYNTHESIS OF AMPLITUDE-PHASE MODULATORS WITH THE PRESET NUMBER OF IDENTICAL CASCADES OF THE «NONLINEAR PART – COMPLEX QUADRIPOLE» TYPE 具有预设数量的“非线性部分-复四极”型相同级联的幅相调制器的参数合成
Pub Date : 2023-02-15 DOI: 10.18469/ikt.2022.20.2.11
Use of the complex quadripoles, each two-pole terminal of which consists of resistive and reactive elements, allows to create wideband radio devices. Therefore, the development of algorithms for the parametric synthesis of amplitude-phase modulators using complex matching quadripoles is an actual issue. In the present work the coordination provides the set dependence of the ratio of modules and phase difference of the transfer function on frequency in two states of nonlinear element, determined by two levels of the control signal. The nonlinear part represents a three-pole nonlinear feedback element. Interrelations between elements of a classical transmission matrix of two-trminal networks are established and formulas for determining the complex resistance of their two-poles, which are optimal in terms of the criterion for providing amplitude-phase modulation of the output signal are obtained. The quadripole theory, methods of matrix algebra, parametrical synthesis of SHF control devices, decomposition and circuit analysis of radio devices are used. The comparative analysis of theoretical results (frequency response and phase response of modulators in two states), obtained using mathematical modelling in the «MathCad», system and experimental results obtained by circuit simulation in «OrCad» and «MicroCap» systems, confirms their satisfactory coincidence.
使用复杂的四极,每个两极终端由电阻和无功元件组成,允许创建宽带无线电设备。因此,利用复杂匹配四极进行幅相调制器的参数合成算法的开发是一个实际问题。在本工作中,协调提供了非线性元件在两种状态下的模比和传递函数的相位差对频率的集合依赖关系,由两级控制信号决定。非线性部分为三极非线性反馈单元。建立了双端网络经典传输矩阵中各元素之间的相互关系,并给出了确定其两极复电阻的公式,该公式在提供输出信号的幅相调制准则方面是最优的。运用了四极子理论、矩阵代数方法、SHF控制器件的参数综合、无线电器件的分解和电路分析。在MathCad中进行数学建模得到的理论结果(调制器在两种状态下的频率响应和相位响应)与在OrCad和MicroCap系统中进行电路仿真得到的实验结果进行了对比分析,证实了它们令人满意的一致性。
{"title":"PARAMETRICAL SYNTHESIS OF AMPLITUDE-PHASE MODULATORS WITH THE PRESET NUMBER OF IDENTICAL CASCADES OF THE «NONLINEAR PART – COMPLEX QUADRIPOLE» TYPE","authors":"","doi":"10.18469/ikt.2022.20.2.11","DOIUrl":"https://doi.org/10.18469/ikt.2022.20.2.11","url":null,"abstract":"Use of the complex quadripoles, each two-pole terminal of which consists of resistive and reactive elements, allows to create wideband radio devices. Therefore, the development of algorithms for the parametric synthesis of amplitude-phase modulators using complex matching quadripoles is an actual issue. In the present work the coordination provides the set dependence of the ratio of modules and phase difference of the transfer function on frequency in two states of nonlinear element, determined by two levels of the control signal. The nonlinear part represents a three-pole nonlinear feedback element. Interrelations between elements of a classical transmission matrix of two-trminal networks are established and formulas for determining the complex resistance of their two-poles, which are optimal in terms of the criterion for providing amplitude-phase modulation of the output signal are obtained. The quadripole theory, methods of matrix algebra, parametrical synthesis of SHF control devices, decomposition and circuit analysis of radio devices are used. The comparative analysis of theoretical results (frequency response and phase response of modulators in two states), obtained using mathematical modelling in the «MathCad», system and experimental results obtained by circuit simulation in «OrCad» and «MicroCap» systems, confirms their satisfactory coincidence.","PeriodicalId":245247,"journal":{"name":"Infokommunikacionnye tehnologii","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121608384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Infokommunikacionnye tehnologii
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1