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Construction of Digital Economy Trade Security Evaluation System Based on Computational Intelligence
Yuqin Zhu1, Fengling Wang2,3
1School of Economics and Management, Hezhou University, Hezhou 542899, Guangxi, China.
Computational Intelligence and Neuroscience
|November 28, 2022
Summary
This study introduces a digital economy (DE) trade security evaluation system using improved particle swarm optimization and support vector machines. The UK shows the highest trade security, while China
Area of Science:
- Digital Economy
- Computational Intelligence
- International Trade Security
Background:
- The digital economy (DE) is vital for intelligent societies, with computational intelligence driving its growth.
- Increasing international trade necessitates robust security measures.
- Existing trade security evaluations lack comprehensive frameworks for the digital age.
Purpose of the Study:
- To develop and validate a digital economy trade security evaluation system.
- To address the growing prominence of trade security issues in international commerce.
- To leverage computational intelligence for enhanced trade security assessment.
Main Methods:
- Proposed a novel computational intelligence algorithm: a support vector machine enhanced by improved particle swarm optimization.
- Selected five key indicators for evaluation: market competitiveness, trade control, trade dependence, market concentration, and trade legal system.
- Implemented the evaluation system to assess the trade security of various countries.
Main Results:
- The developed evaluation system effectively measures digital economy trade security.
- Experimental results indicate the UK possesses the highest trade security index (0.582).
- China's trade security index was found to be relatively lower (0.492) in the tested sample.
Conclusions:
- The proposed evaluation system, utilizing advanced computational intelligence, is effective for assessing digital economy trade security.
- The findings highlight significant variations in trade security among nations.
- This framework provides a valuable tool for policymakers and stakeholders in managing international trade risks.
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