Parallel Intelligent Computing in Algebraic Problems

Результат исследования: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Аннотация

We consider the issues associated with the creation of an intelligent computing environment for the high-performance solution of a wide class of large algebraic problems, which makes up the most resource-intensive stage of mathematical modeling. The first area of research is devoted to automating the construction of parallel algorithms and their mapping onto supercomputer architecture by investigating the problem of classification and identification of matrix statements and selecting algorithms for specific situations relying on optimization methods. The second aspect is related to the creation of intelligent interfaces, both for internal inter-module interactions and for end-users from various professional backgrounds. The rich functionality of the high-tech software under discussion requires an advanced system content to manage machine experiments. The scale of this development puts on the agenda the creation of an integrated tool environment or ecosystem, as well as the concept of a mathematical knowledge base.

Язык оригиналаанглийский
Название основной публикацииParallel Computational Technologies - 15th International Conference, PCT 2021, Revised Selected Papers
РедакторыLeonid Sokolinsky, Mikhail Zymbler
ИздательSpringer Science and Business Media Deutschland GmbH
Страницы108-117
Число страниц10
ISBN (печатное издание)9783030816902
DOI
СостояниеОпубликовано - 2021
Событие15th International Conference on Parallel Computational Technologies, PCT 2021 - Virtual, Online
Продолжительность: 30 мар 20211 апр 2021

Серия публикаций

НазваниеCommunications in Computer and Information Science
Том1437
ISSN (печатное издание)1865-0929
ISSN (электронное издание)1865-0937

Конференция

Конференция15th International Conference on Parallel Computational Technologies, PCT 2021
ГородVirtual, Online
Период30.03.202101.04.2021

Предметные области OECD FOS+WOS

  • 1.01 МАТЕМАТИКА
  • 1.02 КОМПЬЮТЕРНЫЕ И ИНФОРМАЦИОННЫЕ НАУКИ

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