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СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ最新文献

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COOPERATIVE CO-EVOLUTION OF SELF-CONFIGURING BIO-INSPIRED ALGORITHMS FOR THE SCHEDULING PROBLEM 调度问题自配置仿生算法的协同进化
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.013
Ольга Е. Семенкина
{"title":"COOPERATIVE CO-EVOLUTION OF SELF-CONFIGURING BIO-INSPIRED ALGORITHMS FOR THE SCHEDULING PROBLEM","authors":"Ольга Е. Семенкина","doi":"10.36622/vstu.2022.87.1.013","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.013","url":null,"abstract":"Предложен кооперативный коэволюционный метод на основе самоконфигурируемых бионических алгоритмов комбинаторной и/или вещественной оптимизации. Показана эффективность применения данного подхода на задачах составления расписания производственного типа.\u0000 Three universal scheduling problem statements for operational production planning are considered - permutation of the lots processing order, permutation of operation priorities and real operation priorities. A cooperative co-evolutionary method based on self-configuring bio-inspired algorithms for combinatorial and/or real optimization is proposed. The effectiveness of the application of this approach to the scheduling problem is shown.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"24 8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134352478","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
APPLICATION OF MIVAR TECHNOLOGIES OF LOGICAL ARTIFICIAL INTELLIGENCE TO SOLVE PROBLEMS OF RESOURCE ALLOCATION OF PRODUCTION SYSTEMS 应用逻辑人工智能技术解决生产系统的资源配置问题
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.011
Олег Олегович Варламов, Олег Вячеславович Кривошеев
{"title":"APPLICATION OF MIVAR TECHNOLOGIES OF LOGICAL ARTIFICIAL INTELLIGENCE TO SOLVE PROBLEMS OF RESOURCE ALLOCATION OF PRODUCTION SYSTEMS","authors":"Олег Олегович Варламов, Олег Вячеславович Кривошеев","doi":"10.36622/vstu.2022.87.1.011","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.011","url":null,"abstract":"Для создания машиностроительного искусственного интеллекта обосновано применение миварных технологий для решения оптимизационных задач распределения ресурсов производственных систем. Предложен новый подход к решению таких задач на основе построения логического вывода в миварной базе знаний, который и представляет собой план распределения ресурсов. Миварные сети строят только один логический вывод. Поэтому итерационно удаляют из миварной сети некоторые вершины и выполняют новый поиск логического вывода. Также предложено итерационно изменять ограничения для вершин на двудольном ориентированном графе. Полученные алгоритмы логического вывода сравнивают между собой и выбирают наилучшее решение по заданному критерию оптимальности.\u0000 To create mechanical engineering artificial intelligence, the use of mivar technologies for solving optimization problems of resource allocation of production systems is justified. A new approach to solving such problems is proposed based on the construction of a logical inference in the mivar knowledge base, which is a resource allocation plan. Mivar networks build only one logical conclusion. Therefore, some vertices are iteratively removed from the mivar network and a new logical inference search is performed. It is also proposed to iteratively change the constraints for vertices on a bipartite oriented graph. The resulting logical inference algorithms are compared with each other and choose the best solution according to a given optimality criterion.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125398331","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
IDENTIFICATION STATES OF COMPLEX OBJECTS OF STRUCTURE BASED ON NEURO FUZZY TECHNOLOGIES 基于神经模糊技术的复杂结构物体状态识别
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.002
Любовь Ломакина, Сергей Александрович Манцеров
{"title":"IDENTIFICATION STATES OF COMPLEX OBJECTS OF STRUCTURE BASED ON NEURO FUZZY TECHNOLOGIES","authors":"Любовь Ломакина, Сергей Александрович Манцеров","doi":"10.36622/vstu.2022.87.1.002","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.002","url":null,"abstract":"Адаптивная нейронечеткая интерференционная система (ANFIS), которая использует несколько видов нечетких моделей, в частности модель Сугено, позволяет существенно ускорить процесс получения и разметки данных для идентификации состояний объектов сложной структуры.\u0000 The application of neural-fuzzy technologies is proposed to solve the problem of identifying the state of an object of complex structure. Adaptive neuro fuzzy Interference System (ANFIS), which uses several types of fuzzy models, in particular the Sugeno model, can significantly speed up the process of obtaining and marking data to identify the states of objects of complex structure.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123638205","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
IMPROVING THE ACCURACY OF THE FORECAST OF TECHNICAL AND ECONOMIC INDICATORS OF DEVELOPMENT WORK IN THE ASPECT OF REDUCING THE RISK OF IMPLEMENTING DEVELOPMENT PROGRAMS OF SPECIAL PURPOSE SAMPLES 在降低特殊用途样品开发方案实施风险方面，提高开发工作技术经济指标预测的准确性
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.005
Е.А. Гаращук, Д.М. Бывших, Ю.А. Перцев
{"title":"IMPROVING THE ACCURACY OF THE FORECAST OF TECHNICAL AND ECONOMIC INDICATORS OF DEVELOPMENT WORK IN THE ASPECT OF REDUCING THE RISK OF IMPLEMENTING DEVELOPMENT PROGRAMS OF SPECIAL PURPOSE SAMPLES","authors":"Е.А. Гаращук, Д.М. Бывших, Ю.А. Перцев","doi":"10.36622/vstu.2022.87.1.005","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.005","url":null,"abstract":"В статье рассмотрен подход к повышению точности прогноза технико-экономических показателей опытно-конструкторских работ. Представлены математические модели оценки риска реализации опытно-конструкторских работ.\u0000 The article considers an approach to improve the accuracy of the forecast of technical and economic indicators of development work. Mathematical models of risk assessment for the implementation of development work are presented.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128927123","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
ARCHITECTURE OF A MOBILE APPLICATION ON THE IOS PLATFORM FOR HEALTH MONITORING ios平台上用于健康监测的移动应用程序架构
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.019
Дмитрий Викторович Титарев, Александр Александрович Новиков
{"title":"ARCHITECTURE OF A MOBILE APPLICATION ON THE IOS PLATFORM FOR HEALTH MONITORING","authors":"Дмитрий Викторович Титарев, Александр Александрович Новиков","doi":"10.36622/vstu.2022.87.1.019","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.019","url":null,"abstract":"В работе изложен обзор архитектур мобильных приложений на платформе iOS, предназначенных для контроля состояния здоровья. В рамках проведенной работы были изучены архитектуры MVC, MVP и VIPER, приведены их описания, достоинства и недостатки. The paper provides an overview of the architectures of a mobile application on the iOS platform for health monitoring. As part of the work, the MVC, MVP and VIPER architectures were studied, their descriptions, advantages and disadvantages were given.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129123904","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
A GAME-THEORETIC APPROACH FOR THE PROCESS OF A MULTI-NODE DECENTRALIZED COMPUTING SYSTEM SIMULATING 多节点分散计算系统仿真过程的博弈论方法
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.003
Т.С. Рожкова
{"title":"A GAME-THEORETIC APPROACH FOR THE PROCESS OF A MULTI-NODE DECENTRALIZED COMPUTING SYSTEM SIMULATING","authors":"Т.С. Рожкова","doi":"10.36622/vstu.2022.87.1.003","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.003","url":null,"abstract":"В статье рассматривается подход к имитационному моделированию процесса функционирования многоузловой децентрализованной вычислительной системы, реализуемой совокупностью взаимодействующих вычислителей на базе мобильных терминалов.\u0000 The article considers an approach the process of functioning a multi-node decentralized computing system simulation implemented by a set of interacting computers based on mobile terminals. As a methodological basis for such simulation, is substantiated a game-theoretic approach implemented in the framework of reinforcement learning methods in multi-agent systems. A formalization of this process is given, taking into account the possibility of increasing the power of the set of possible actions of an individual compute node due to the cooperative and/or competitive interaction of a subset of compute nodes with each other. An approach to obtaining criteria for dynamic stability of a multi-node decentralized computing system used training of compute node the Nash equilibrium point is proposed.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116693810","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
USER’S IDENTIFICATION BY BIOSIGNALS FOR NETWORK ACCESS TO TELEMEDICAL SYSTEM 远程医疗系统网络接入的生物信号识别技术
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.010
Т.И. Булдакова, Д.А. Кривошеева, А.В. Соколова
{"title":"USER’S IDENTIFICATION BY BIOSIGNALS FOR NETWORK ACCESS TO TELEMEDICAL SYSTEM","authors":"Т.И. Булдакова, Д.А. Кривошеева, А.В. Соколова","doi":"10.36622/vstu.2022.87.1.010","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.010","url":null,"abstract":"Применена реконструированная математическая модель, позволяющая генерировать искусственные временные ряды, которые диагностически эквивалентны зарегистрированным биосигналам. Приведены результаты моделирования.\u0000 In the paper, it is proposed to use human biosignals for his identification in a telemedicine system for remote state monitoring. A reconstructed mathematical model is applied that allows generating artificial time series that are diagnostically equivalent to registered biosignals. Simulation results are presented.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121876687","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
STUDY OF THE DEPENDENCE OF THE EFFICIENCY OF THE EVOLUTIONARY ALGORITHM FOR POWER LOADING PLANNING ON THE POPULATION SIZE 研究电力负荷规划进化算法效率对种群规模的依赖关系
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.007
Е.Б. Козловская, Л.А. Казаковцев, М.И. Цепкова
{"title":"STUDY OF THE DEPENDENCE OF THE EFFICIENCY OF THE EVOLUTIONARY ALGORITHM FOR POWER LOADING PLANNING ON THE POPULATION SIZE","authors":"Е.Б. Козловская, Л.А. Казаковцев, М.И. Цепкова","doi":"10.36622/vstu.2022.87.1.007","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.007","url":null,"abstract":"Предлагается модификация генетического алгоритма с жадным агломеративным оператором скрещивания и элитизмом для задачи планирования видов продукции на производственных мощностях литейного производства. Сравнительный анализ результатов показал зависимость результатов от наличия элитизма и размера популяции.\u0000 We propose a modification to the genetic algorithm with greedy agglomerative crossover operator and elitism for the problem of scheduling types of products at the facilities of the foundry. Comparative analysis made it possible to establish the dependence of the results on the presence of elitism and the population size.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134003210","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
STABILITY ANALYSIS OF THE CHARGE-DISCHARGE DEVICE SYSTEM FOR HIGH-CAPACITY LITHIUM-ION BATTERIES IN THE BATTERY CELL CURRENT STABILIZATION MODE 大容量锂离子电池稳流模式下充放电装置系统稳定性分析
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.014
Н.В. Сушкевич, Л.А. Казаковцев
{"title":"STABILITY ANALYSIS OF THE CHARGE-DISCHARGE DEVICE SYSTEM FOR HIGH-CAPACITY LITHIUM-ION BATTERIES IN THE BATTERY CELL CURRENT STABILIZATION MODE","authors":"Н.В. Сушкевич, Л.А. Казаковцев","doi":"10.36622/vstu.2022.87.1.014","DOIUrl":"https://doi.org/10.36622/vstu.2022.87.1.014","url":null,"abstract":"Зарядно-разрядное устройство (ЗРУ) используется для проведения ресурсных испытаний аккумуляторных батарей. В данной статье проведен анализ устойчивости системы ЗРУ в режиме стабилизации тока аккумуляторного элемента, произведен расчет корректирующего устройства и разработана методика синтеза ЗРУ.\u0000 The charge-discharge device (ZRU) is used for life tests of storage batteries. In this article, the stability analysis of the ZRU system in the mode of stabilization of the battery cell current is analyzed, a correction device is calculated and a method for the synthesis of the ZRU is developed.","PeriodicalId":331043,"journal":{"name":"СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131093241","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
DEVELOPMENT A MODEL FOR FORECASTING KEY PERFORMANCE INDICATORS IN DISTRIBUTED INFORMATION MONITORING SYSTEM WITH DECENTRALIZED STRUCTURE 建立了分散结构的分布式信息监控系统关键性能指标预测模型
СИСТЕМЫ УПРАВЛЕНИЯ И ИНФОРМАЦИОННЫЕ ТЕХНОЛОГИИ Pub Date : 2022-03-25 DOI: 10.36622/vstu.2022.87.1.008
М.С. Рыкшин, А.М. Бойченко, О.Ю. Миронов, Олег Я. Кравец
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