Cargando…

Advances on intelligent algorithms for scientific computing: an overview

The field of computer science has undergone rapid expansion due to the increasing interest in improving system performance. This has resulted in the emergence of advanced techniques, such as neural networks, intelligent systems, optimization algorithms, and optimization strategies. These innovations...

Descripción completa

Detalles Bibliográficos
Autores principales: Hua, Cheng, Cao, Xinwei, Liao, Bolin, Li, Shuai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161734/
https://www.ncbi.nlm.nih.gov/pubmed/37152414
http://dx.doi.org/10.3389/fnbot.2023.1190977
_version_ 1785037555529416704
author Hua, Cheng
Cao, Xinwei
Liao, Bolin
Li, Shuai
author_facet Hua, Cheng
Cao, Xinwei
Liao, Bolin
Li, Shuai
author_sort Hua, Cheng
collection PubMed
description The field of computer science has undergone rapid expansion due to the increasing interest in improving system performance. This has resulted in the emergence of advanced techniques, such as neural networks, intelligent systems, optimization algorithms, and optimization strategies. These innovations have created novel opportunities and challenges in various domains. This paper presents a thorough examination of three intelligent methods: neural networks, intelligent systems, and optimization algorithms and strategies. It discusses the fundamental principles and techniques employed in these fields, as well as the recent advancements and future prospects. Additionally, this paper analyzes the advantages and limitations of these intelligent approaches. Ultimately, it serves as a comprehensive summary and overview of these critical and rapidly evolving fields, offering an informative guide for novices and researchers interested in these areas.
format Online
Article
Text
id pubmed-10161734
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-101617342023-05-06 Advances on intelligent algorithms for scientific computing: an overview Hua, Cheng Cao, Xinwei Liao, Bolin Li, Shuai Front Neurorobot Neuroscience The field of computer science has undergone rapid expansion due to the increasing interest in improving system performance. This has resulted in the emergence of advanced techniques, such as neural networks, intelligent systems, optimization algorithms, and optimization strategies. These innovations have created novel opportunities and challenges in various domains. This paper presents a thorough examination of three intelligent methods: neural networks, intelligent systems, and optimization algorithms and strategies. It discusses the fundamental principles and techniques employed in these fields, as well as the recent advancements and future prospects. Additionally, this paper analyzes the advantages and limitations of these intelligent approaches. Ultimately, it serves as a comprehensive summary and overview of these critical and rapidly evolving fields, offering an informative guide for novices and researchers interested in these areas. Frontiers Media S.A. 2023-04-21 /pmc/articles/PMC10161734/ /pubmed/37152414 http://dx.doi.org/10.3389/fnbot.2023.1190977 Text en Copyright © 2023 Hua, Cao, Liao and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Hua, Cheng
Cao, Xinwei
Liao, Bolin
Li, Shuai
Advances on intelligent algorithms for scientific computing: an overview
title Advances on intelligent algorithms for scientific computing: an overview
title_full Advances on intelligent algorithms for scientific computing: an overview
title_fullStr Advances on intelligent algorithms for scientific computing: an overview
title_full_unstemmed Advances on intelligent algorithms for scientific computing: an overview
title_short Advances on intelligent algorithms for scientific computing: an overview
title_sort advances on intelligent algorithms for scientific computing: an overview
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10161734/
https://www.ncbi.nlm.nih.gov/pubmed/37152414
http://dx.doi.org/10.3389/fnbot.2023.1190977
work_keys_str_mv AT huacheng advancesonintelligentalgorithmsforscientificcomputinganoverview
AT caoxinwei advancesonintelligentalgorithmsforscientificcomputinganoverview
AT liaobolin advancesonintelligentalgorithmsforscientificcomputinganoverview
AT lishuai advancesonintelligentalgorithmsforscientificcomputinganoverview