端口-哈密顿系统：结构识别与应用

IF 0.7 4区计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING

Programming and Computer Software Pub Date : 2024-05-22 DOI:10.1134/s0361768824020130

V. Salnikov

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引用次数: 0

摘要

摘要在本文中，我们继续考虑恢复任意微分方程系统的端口-哈密顿结构问题。我们解释了机器学习算法的选择，并讨论了其应用的一些细节，从而补充了我们之前关于这一主题的研究。我们还考虑了这种方法为微分方程系统的典型形式和分类提供新定义的可能性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Port-Hamiltonian Systems: Structure Recognition and Applications

Abstract

In this paper, we continue to consider the problem of recovering the port-Hamiltonian structure for an arbitrary system of differential equations. We complement our previous study on this topic by explaining the choice of machine learning algorithms and discussing some details of their application. We also consider the possibility provided by this approach for a potentially new definition of canonical forms and classification of systems of differential equations.

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来源期刊

Programming and Computer Software 工程技术-计算机：软件工程

CiteScore

1.60

自引率

28.60%

发文量

审稿时长

>12 weeks

期刊介绍： Programming and Computer Software is a peer reviewed journal devoted to problems in all areas of computer science: operating systems, compiler technology, software engineering, artificial intelligence, etc.