Parametric Synthesis of Quantum Circuits for Training Perceptron Neural Networks

This paper showcases a method of parametric synthesis of quantum circuits for training perceptron neural networks. Synapse weights are found using Grover's algorithm with a modified oracle function. The results of running these parametrically synthesized circuits for training perceptrons of three different topologies are described. The circuits were run on a 100-qubit IBM quantum simulator. The synthesis of quantum circuits is carried out using quantum synthesizer "Naginata", which was developed in the scope of this work, the source code of which is published and further documented on GitHub. The article describes the quantum circuit synthesis algorithm for training single-layer perceptrons. At the moment, quantum circuits are created mainly by manually placing logic elements on lines that symbolize quantum bits. The purpose of creating Quantum Circuit Synthesizer "Naginata" was due to the fact that even with a slight increase in the number of operations in a quantum algorithm, leads to the significant increase in size of the corresponding quantum circuit. This causes serious difficulties both in creating and debugging these quantum circuits. The purpose of our quantum synthesizer is enabling users an opportunity to implement quantum algorithms using higher-level commands. This is achieved by creating generic blocks for frequently used operations such as: the adder, multiplier, digital comparator (comparison operator), etc. Thus, the user could implement a quantum algorithm by using these generic blocks, and the quantum synthesizer would create a suitable circuit for this algorithm, in a format that is supported by the chosen quantum computation environment. This approach greatly simplifies the processes of development and debugging a quantum algorithm.Comment: 12 pages, 8 figure

Synthesis of Quantum Vector Databases Based on Grovers Algorithm

This paper describes a method for using Grovers algorithm to create a quantum vector database, the database stores embeddings based on Controlled-S gates, which represent a binary numerical value. This value represents the embeddings value. The process of creating meaningful embeddings is handled by a classical computer and the search process is handled by the quantum computer. This search approach might be beneficial for a large enough database, or it could be seen as a very qubit-efficient (super dense) way for storing data on a quantum computer, since the proposed circuit stores many embeddings inside one quantum register simultaneously.Comment: 12 pages, 11 figure

A data preparation and migration framework for implementing modular product structures in PLM

This paper reports the research on the complex process of implementing modular product structures in a Product Lifecycle Management (PLM) system. There are many challenges in implementing the system. One main challenge is organising or mapping existing product data and migrating it to the new PLM system. Companies often use a PLM tool for management of CAD files, documents and drawings, but they do not take advantage of the full potential of the PLM system to support the development activities of modular products. Product data management tools are used mainly for product CAD data management and PLM systems support by automating and managing some of the operational complexity of modular product design. The aim of this research is to propose a data model that can be used for implementing modular product structures in a PLM system and a tool that can formalise the existing data so as to migrate it into the PLM system

АВТОМАТИЗИРОВАННЫЙ КОНТРОЛЬ ПРОМЫШЛЕННОЙ ГАЗОВОЙ ОЧИСТНЫХ СООРУЖЕНИЙ

The article is devoted to the monitoring of cyclones, automation of their control and cleaning. The complexity of the task is determined by the rigidity of conditions inside the cyclone, the inaccessibility of its internal surfaces. A theoretical analysis of the object of research, development of criteria and control algorithms designed automated system monitoring cyclones and process control cleaning. The main control parameter for the system under development is chosen thickness of wall surface sediments. The other parameters can be used as proxies for the approximate evaluation of the primary or to develop corrective actions. The substantiation of technical equipment and automated systems made informed choices its electronic components.Статья посвящена мониторинг циклонов, автоматизации их контроля и очистки. Сложность этой задачи определяется жесткостью условий внутри циклона, недоступности внутренних поверхностях. Теоретический анализ объекта исследования, разработки критериев и алгоритмов контроля, предназначенных автоматизированные циклоны системного мониторинга и управления процессом очистки. Основным параметром управления для системы развития выбирается толщина поверхности стены осадков. Другие параметры можно использовать в качестве прокси для приближенной оценки первичной или разработать корректирующие действия. Обоснование техники и автоматизированных систем заставило осознанный выбор своих электронных компонентов

Development of virtual laboratory experiments in iLabs

The article describes the experience of developing Internet-oriented cross-platform interactive visualization system objects and processes with the organization of computer access to real laboratory equipment, interfacing with packages research software and specialized scientific databases on engineering Automobile and Road Complex in teaching Moscow Automobile and Road construction State Technical University (MADI)

Development of Electronic Educational Resources for Specialized Laboratory of Industrial Network Interfaces

В статье представлены технические решения по разработке информационных моделей и программной реализации интерактивного пользовательского интерфейса электронного образовательного ресурса «Интерфейс CAN» в программной среде CMS Wordpress для повышения интереса студентов к изучению учебной дисциплины «Интерфейсы автоматизированных систем обработки информации и управления».The article presents the technical solutions for the development of data models and software implementation of interactive user interface of electronic educational resources “CAN- Interfaces” in the software environment CMS Wordpress to increase students' interest in the study of educational discipline "Interfaces Automated Information Processing Systems and Control.

РАЗРАБОТКА ИМИТАЦИОННОЙ МОДЕЛИ СМЕШАННОЙ СИСТЕМЕ В ANYLOGIC ПО

This article is to improve the efficiency of processing and control differentiation process proposed by a mixed system of automated control process of preparing a dry mixture. To improve the functioning of the control system proposed to use a control device, and the mass density of the material. Simulation of various types with components, the speed depends on the length of time and the amount of dry mixtures for controlling the mixing process to obtain a high quality.Эта статья является улучшение эффективности обработки и контроля дифференцировки процесса, предложенного смешанной системы автоматизированного управления процессом получения сухой смеси. Для улучшения функционирования системы управления предлагается использовать устройство управления, и массовую плотность материала. Моделирование различных типов с компонентами, скорость зависит от продолжительности времени и количества сухих смесей для управления процессом смешивания, чтобы получить высокое качество

РАЗРАБОТКА АВТОМАТИЗИРОВАННОЙ СИСТЕМЫ ОБСЛЕДОВАНИЯ ПАССАЖИРОПОТОКОВ

In this article are considered the analysis of the provided techniques of survey of the main characteristics of passenger traffics in the suburban and long-distance directions. An approach to the construction of an automated analysis system of passenger traffic, which is necessary to ensure that controls urban passenger transport at all levels of analytical information on actual volumes and dynamics of passenger traffic on urban and suburban routes. It is necessary to assess the current state of the traffic and determine the needs of the population in the form of services. The system of counting passengers replaces traditional manual methods of examination of passenger traffic. To collect baseline data on the number of incoming and outgoing passengers at stops using modern technology automatically calculate based on the use of non-contact sensors that are installed in the salons of passenger vehicles (buses, trolleybuses, trams).В этой статье рассмотрены анализ предоставленных методов обследования основных характеристик пассажиропотоков по направлениям пригородных и междугородных. Подход к построению автоматизированной системы анализа пассажиропотока, которая необходима для того, чтобы управление городского пассажирского транспорта на всех уровнях аналитической информации о фактических объемах и динамике пассажиропотока на городских и пригородных маршрутах. Это необходимо для оценки текущего состояния трафика и определения потребностей населения в виде услуг. Система подсчета пассажиров из заменяет традиционные методы ручной экспертизы пассажиропотока. Для сбора исходных данных о количестве входящих и исходящих пассажиров на остановках, используя современную технологию автоматического расчета на основе использования бесконтактных датчиков, которые устанавливаются в салонах легковых автомобилей (автобусов, троллейбусов, трамваев)

ОПТИМИЗАЦИЯ ПАРАМЕТРОВ СУХИХ СТРОИТЕЛЬНЫХ СМЕСЕЙ В ГОРИЗОНТАЛЬНОЙ БАРАБАННЫЙ СМЕСИТЕЛЬ

In the article the process of continuous mixing of dry construction mixtures and developed an experimental mathematical model of horizontal drum mixer. It is noted that the qualitative analysis of the structure of the mixing process should take into account semantic and mathematical description of the mixing process of building materials in the horizontal continuous mixer drum. On the basis of the developed mathematical model simulation work performed horizontal drum mixer software environment AnyLogic.В статье процесс непрерывного смешивания сухих строительных смесей и разработана экспериментальная математическая модель горизонтального барабана смесителя. Следует отметить, что качественный анализ структуры процесса перемешивания следует учитывать смысловую и математическое описание процесса смешивания строительных материалов в горизонтальном смесителе непрерывного барабана. На основе разработанной математической модели работы моделирования выполняется горизонтальный барабан смесителя программной среды AnyLogic