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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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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 |
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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 |
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