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The Problem ofPremature Convergencein EngineeringOptimization Problems Ponomareva K. A.Rozhnov I. P.Kazakovtsev L. A.2024 год

The Problem of Premature Convergence in Engineering Optimization Problems
доклад, тезисы доклада, статья из сборника материалов конференций

Дополнительные ссылки: eLibrary · Источник статьи
База данных: Каталог библиотеки СФУ
Библиографическое описание: The Problem of Premature Convergence in Engineering Optimization Problems : доклад, тезисы доклада / K. A. Ponomareva, I. P. Rozhnov, L. A. Kazakovtsev. - [S. l. : s. n.], 2024. - Текст : непосредственный // Mathematical Modeling in Physical Sciences : 12th IC-MSQUARE Springer Proceedings in Mathematics & Statistics / Mathematical Modeling in Physical Sciences (2023 ; 28.08 - 31.08 ; Belgrade). - Cham, 2024. - P. 267-271. - ISBN 9783031529641.
Аннотация: Optimization is a complex problem in mathematics and engineering applications, which has so far been solved using a variety of approaches based on heuristic methods, methods inspired by nature, methods based on the principles of fuzzy logic, and methods based on rigorous mathematical tools. The most important task is to combine various methods of modeling, optimization, design and management of complex systems within the framework of an integrated approach for a holistic description of the phenomena under study. The objective function of optimization problems combines continuous and discrete variables and various constraints, which indicates its complexity, as well as difficulties in solving such problems. Algorithms that are used in solving optimization problems may suffer from premature convergence when they stop at the optimal solution earlier than required. Based on the problem of premature convergence, a hybrid approach combining a sine–cosine algorithm (SCA) and an artificial bee colony algorithm (ABC) was proposed in the paper. In the proposed algorithm, called the hybrid sine–cosine algorithm (HSCA), both algorithms are executed alternately until the convergence criterion is satisfied.
Год издания: 2024
Авторы: Ponomareva K. A. , Rozhnov I. P. , Kazakovtsev L. A.
Издательство: Cham
Номера страниц: 267-271
Держатель оригинала документа: Reshetnev Siberian State University of Science and Technology, Siberian Federal University
Мероприятие: Mathematical Modeling in Physical Sciences (Belgrade, 2023 ; 28.08 - 31.08)
Количество экземпляров:
Твёрдая копия издания отсутствует в фонде библиотеки

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