Статьи журнала - Сетевое научное издание «Системный анализ в науке и образовании»
Все статьи: 351
Статья научная
Models of Grover’s search algorithm is reviewed to build the foundation for the other algorithms. Thereafter, some preliminary modifications of the original algorithms by others are stated, that increases the applicability of the search procedure. A general quantum computation on an isolated system can be represented by a unitary matrix. In order to execute such a computation on a quantum computer, it is common to decompose the unitary into a quantum circuit, i.e., a sequence of quantum gates that can be physically implemented on a given architecture. There are different universal gate sets for quantum computation. Here we choose the universal gate set consisting of CNOT and single-qubit gates. We measure the cost of a circuit by the number of CNOT gates as they are usually more difficult to implement than single qubit gates and since the number of single-qubit gates is bounded by about twice the number of CNOT’s.
Бесплатно
Models of quantum algorithms (decision making algorithms): basic programming techniques
Статья научная
Classification of quantum algorithms models is introduced. Simple models of quantum algorithms as decision making algorithms (Deutsch and Deutsch-Jozsa) are described. Basic programming techniques are discussed
Бесплатно
Models of quantum intelligent control pt.1: evolution of control systems based on quauntum feedback
Статья научная
The evolution of development and the current state of intelligent control systems from the point of view of quantum computing and quantum information theory are considered.
Бесплатно
Models of quantum intelligent control pt.2: quantum optimal control
Статья научная
The considered evolution of development and the current state of intelligent control systems from the point of view of quantum computing and the theory of quantum information.
Бесплатно
Models of quantum search algorithms. Introduction for IT students - pedagogical examples
Статья научная
This article is one of a series of articles on quantum algorithms. The article discusses quantum oracle models and Grover's computational algorithm for search problems in an unstructured database.
Бесплатно
Online-система для подготовки к единому государственному экзамену
Статья научная
Представлена online-система для подготовки абитуриентов к сдаче Единого государственного экзамена. В отличие от уже существующих, представленный проект является комбинацией функций, присущих социальным сетям, и традиционных инструментов online-обучения. Ожидается, что такой формат взаимодействия между учеником и учителем может оказать положительное влияние на качество подготовки к сдаче ЕГЭ. В работе рассматриваются функциональные особенности системы, описаны роли пользователей, представлен стек технологий реализации и ключевые интерфейсы. Разработанная система доступна в Интернет и проходит этап beta-тестирования.
Бесплатно
Quantum algorithmic benchmark's gate design and simulation of quantum search algorithms
Статья научная
Main benchmark’s gate design of quantum algorithms is introduced. Simulation results of quantum search algorithms on classical computers are described. Effective simulation methodology of quantum algorithms on classical computers are demonstrated.
Бесплатно
Quantum algorithmic gates: nanotechnology design and application in intelligent control
Статья научная
Principles and methodologies of quantum algorithmic gates design are described. The possibilities of quantum algorithmic gates simulation on classical computers are discussed. Applications of quantum gate of nanotechnology in intelligent control are introduced.
Бесплатно
Quantum fuzzy inference gate design in robust intelligent control of robotics and mechatronics
Статья научная
Strategy of intelligent control systems based on quantum and soft computing technologies is considered. Quantum self-organization synergetic effects extracted from intelligent fuzzy controller’s knowledge bases interrelations introduced. The robustness of intelligent control systems in unpredicted control situations described with the mathematical and physical simulation of Benchmarks. Benchmarks demonstrated the introduction of quantum fuzzy inference gate design as prepared programmable algorithmic solution for board embedded control systems.
Бесплатно
Статья научная
The structure of quantum fuzzy inference (QFI) model that realize the self-organization process are considered. QFI is one of possible realization of quantum control algorithm of the self-organization processes that includes all of these features: (i) superposition; (ii) selection of quantum correlation types; (iii) information transport and quantum oracle (dynamic evolution); and (iv) interference. QFI model is introduced based on thermodynamics and information-theoretic measures of agent interactions in communication space between macro- and micro-levels (the entanglement-assisted correlations in an active system represented by a collection of intelligent agents).
Бесплатно
Quantum software engineering supremacy in intelligent robotics
Статья научная
A new approach for implementing quantum massive parallel computations is presented, using methods of circuit implementation of quantum algorithmic gates. Methods for designing fast quantum operators such as superposition, entanglement, and interference are considered. The presented methods allow you to reduce the number of actions that must be performed. The implementation is presented as a support tool for SW&HW supercomputer accelerator for modeling quantum algorithms. In particular, a new quantum-genetic and quantum-fuzzy inference algorithm for intelligent robotic control has been implemented. Also, a new method for performing Grover's inference without operations with the product is presented.
Бесплатно
Статья научная
This article discusses the issues related to the description of an open software product for quantum computing, the stages of forming hardware and software along with algorithmic support for quantum tools from hardware interfaces through the methods of quantum compilers of quantum algorithms, including quantum annealing, and calculations on quantum gate-based algorithm models.
Бесплатно
Статья научная
All the quantum algorithms are based on a certain quantum computing model, varying from the quantum circuit, one-way quantum computation, adiabatic quantum computation and topological quantum computation. These four models are equivalent in computational power; among them, the quantum circuit model is most frequently used. In the circuit model, it has been proved that arbitrary single-qubit rotations plus two-qubit controlled-NOT gates are universal, i.e. they can provide a set of gates to implement any quantum algorithm. This article discusses the goal for this research: it is to given a lightning-fast (as-barebones-as-possible) definition of the quantum circuit model computing and leisurely development of quantum computation before actually getting around to sophisticated algorithms. In this article the main ideas of quantum software engineering is described.
Бесплатно
Статья научная
International project Industry 4.0 (based on intelligent cognitive robotics and Internet of Things (IoT) as forth industrial revolution) together with Quantum Software Engineering and Quantum intelligent control implementations (as the third quantum revolution) open new possibilities for the development “wise Industry 5.0” with practically unbounded information resources (based on a new end-to-end information technology of quantum soft computing and small quantum computers for Quantum Internet of Things). A exible manufacturing system (FMS) involving several robots with different capabilities in a shop oor layout context [1-3]. This use case is composed of an automatic production system and a set of manual workstations where the operator can be assisted by cobotic arms for assembly tasks. In this article we consider autonomous and smarm robots with different intelligent and cognitive levels for Industry 4.0 with the application of embedded quantum intelligent controllers as model background of Industry 5.0.
Бесплатно
Статья научная
Several paradigms of quantum computing are considered. Quantum computer simulators are described. Models of learning quantum systems from experiments are considered. Quantum speed-up limitation in two-level systems (qubit) is discussed. The approaches to the formation of a quantum variational intrinsic solver are considered.
Бесплатно
Статья научная
Principles and methodologies of quantum algorithmic gates design for master course and PhD students in computer science, control engineering and intelligent robotics described. The possibilities of quantum algorithmic gates simulation on classical computers discussed. Applications of quantum gate of nanotechnology in intelligent quantum control introduced. A new approach to a circuit implementation design of quantum algorithm gates for fast quantum massive parallel computing presented. The main attention focused on the development of design method of fast quantum algorithm operators as superposition, entanglement and interference, which are in general time-consuming operations due to the number of products that have performed. SW & HW support sophisticated smart toolkit of supercomputing accelerator of quantum algorithm simulation on small quantum programmable computer algorithm gate (that can program in SW to implement arbitrary quantum algorithms by executing any sequence of universal quantum logic gates) described. As example, the method for performing Grover’s interference operator without product operations introduced. The background of developed information technology is the "Quantum / Soft Computing Optimizer" (QSCOptKBTM) SW based on soft and quantum computational intelligence toolkit.
Бесплатно
Статья научная
Principles and methodologies of quantum algorithmic gate-based design on small quantum computer described. The possibilities of quantum algorithmic gates simulation on classical computers discussed. A new approach to a circuit implementation design of quantum algorithm gates for fast quantum massive parallel computing presented. SW & HW support sophisticated smart toolkit of supercomputing accelerator of quantum algorithm simulation on small quantum programmable computer algorithm gate (that can program in SW to implement arbitrary quantum algorithms by executing any sequence of universal quantum logic gates) described.
Бесплатно
Recognition recipes with deep machine learning
Статья научная
This article aims to reveal that deep machine learning algorithms can be applied in a variety of commercial companies in order to improve developing intelligent systems. The major task which would be discussed in the application of convolutional neural networks for recognizing recipes of products and providing the possibility of maintenance decision making in business processes. Besides algorithms, the problems of real projects like gathering and preprocessing data would be considered and possible solutions suggested.
Бесплатно
Robust and scalable procurement forecast in logistics
Статья научная
This article aims to reveal that machine learning algorithms can be applied in a variety of commercial companies in order to improve developing intelligent systems. The major task which would be discussed in the developing robust forecast model and lauching it on scalable data platform. Besides algorithms and software, the problems of changing processes would be considered and possible solutions suggested.
Бесплатно
Статья научная
Different models of self-organization processes are described from physical, information, and algorithmic (quantum computing) point of view. Role of quantum correlation types and information transport in self-organization of structure type design is discussed. A generalized quantum algorithm (QA) design of self-organization processes is developed. Particular case of this approach (based on early developed quantum swarm model) is described. Types of quantum operators as superposition, entanglement and interference in different models evolution of self-organization processes are introduced from quantum computing viewpoint. The physical interpretation of self-organization control process on quantum level is introduced based on the information model of the exchange and extraction of quantum (hidden) value information from/between classical particle’s trajectories in particle swarm. New types of quantum correlations (as behavior control coordinator) and information transport (value information) between particle swarm trajectories are introduced.
Бесплатно
