Cargando…

Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence

The upgrading of the digital economy (DE) is crucial to building an intelligent society. The rapid development of computational intelligence in recent years has also brought vitality to the development of the DE. However, with the deepening of international trade, the issue of trade security has bec...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhu, Yuqin, Wang, Fengling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699732/
https://www.ncbi.nlm.nih.gov/pubmed/36438682
http://dx.doi.org/10.1155/2022/5914561
_version_ 1784839146114646016
author Zhu, Yuqin
Wang, Fengling
author_facet Zhu, Yuqin
Wang, Fengling
author_sort Zhu, Yuqin
collection PubMed
description The upgrading of the digital economy (DE) is crucial to building an intelligent society. The rapid development of computational intelligence in recent years has also brought vitality to the development of the DE. However, with the deepening of international trade, the issue of trade security has become more and more prominent. Therefore, this study aimed to construct a DE trade security evaluation system. For computational intelligence, this study proposes a support vector machine based on improved particle swarm optimization. Such an algorithm can play a key role in the construction of an evaluation system. It is built for the evaluation system. This study selects five indicators of market competitiveness, trade control, trade dependence, market concentration, and trade legal system evaluation. The experimental results of this study prove that the evaluation system proposed in this study is effective. In its test for some countries in the world, the UK trade security index was the highest at 0.582, while China was relatively low at 0.492.
format Online
Article
Text
id pubmed-9699732
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-96997322022-11-26 Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence Zhu, Yuqin Wang, Fengling Comput Intell Neurosci Research Article The upgrading of the digital economy (DE) is crucial to building an intelligent society. The rapid development of computational intelligence in recent years has also brought vitality to the development of the DE. However, with the deepening of international trade, the issue of trade security has become more and more prominent. Therefore, this study aimed to construct a DE trade security evaluation system. For computational intelligence, this study proposes a support vector machine based on improved particle swarm optimization. Such an algorithm can play a key role in the construction of an evaluation system. It is built for the evaluation system. This study selects five indicators of market competitiveness, trade control, trade dependence, market concentration, and trade legal system evaluation. The experimental results of this study prove that the evaluation system proposed in this study is effective. In its test for some countries in the world, the UK trade security index was the highest at 0.582, while China was relatively low at 0.492. Hindawi 2022-11-18 /pmc/articles/PMC9699732/ /pubmed/36438682 http://dx.doi.org/10.1155/2022/5914561 Text en Copyright © 2022 Yuqin Zhu and Fengling Wang. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhu, Yuqin
Wang, Fengling
Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
title Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
title_full Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
title_fullStr Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
title_full_unstemmed Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
title_short Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
title_sort construction of digital economy trade security evaluation system based on computational intelligence
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699732/
https://www.ncbi.nlm.nih.gov/pubmed/36438682
http://dx.doi.org/10.1155/2022/5914561
work_keys_str_mv AT zhuyuqin constructionofdigitaleconomytradesecurityevaluationsystembasedoncomputationalintelligence
AT wangfengling constructionofdigitaleconomytradesecurityevaluationsystembasedoncomputationalintelligence