Semantic Modeling and Hybrid Models

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

Аннотация

The problem of solving complex and large-scale tasks using computers is discussed, where modeling is the main method of solving tasks. The advantages and disadvantages of classical programming considered as the main tools of computer modeling are analyzed. A model-Theoretic approach to solving the problem of computer-based solution of complex tasks, called semantic modeling, is described. The advantages of the proposed concept are analyzed from the perspective of the ability to solve complex large-scale tasks by constructing hybrid models combining various approaches and modeling methods using oracles, which are basic predicates of the original model. This feature allows you to integrate models of various nature, for example, digital and analog, continuous and discrete, logical-mathematical and probabilistic, mathematical and heuristic, etc. based on semantic modeling. The problem is to create a single semantic protocol that allows integration of models of different nature.

Язык оригиналаанглийский
Название основной публикацииSIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings
ИздательInstitute of Electrical and Electronics Engineers Inc.
Страницы987-990
Число страниц4
ISBN (электронное издание)9781728144016
DOI
СостояниеОпубликовано - окт 2019
Событие2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019 - Novosibirsk, Российская Федерация
Продолжительность: 21 окт 201927 окт 2019

Серия публикаций

НазваниеSIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

Конференция

Конференция2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019
СтранаРоссийская Федерация
ГородNovosibirsk
Период21.10.201927.10.2019

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    Goncharov, S., & Sviridenko, D. (2019). Semantic Modeling and Hybrid Models. В SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings (стр. 987-990). [8958196] (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON48586.2019.8958196