基于人工智能的金融投资策略优化

Optimization of Financial Investment Strategies Based on Artificial Intelligence

摘要

随着大数据时代的发展，爆炸性的数据增长使得金融市场变得越发复杂，金融市场的发展动态捕捉变得越发困难。而金融市场的莫测变化决定了金融投资的巨大风险性，传统的投资策略下需要面临严峻的市场挑战。而基于人工智能的金融投资策略则成为新形势下各个资本主体规避金融投资风险的重要工具。基于此，文章对人工智能在金融投资领域的应用进行了深入分析，并进一步探讨了人工智能金融投资策略优化的相关思路，以供广大同行参考与交流。

Abstract

The explosive growth of data in the big data era has made financial markets increasingly complex, making it more challenging to track their evolving dynamics. The unpredictable nature of financial markets inherently carries significant investment risks, posing severe challenges to traditional strategies. In this context, AI-powered investment strategies have emerged as a crucial tool for capital entities to mitigate financial risks. This paper provides an in-depth analysis of AI applications in financial investment and explores optimization approaches for AI-driven strategies, offering valuable insights for industry professionals.

关键词

人工智能 / 金融投资 / 策略优化

Key words

Artificial Intelligence / Financial Investment / Strategy Optimization

参考文献

[1] 吴海霞, 李俊霞. 人工智能在金融投资决策中的应用[J]. 科技经济市场, 2025(4): 104-106.

[2] 黄丽萍 冯江涛. 人工智能背景下金融大模型的进化应用实践,构建逻辑与挑战[J]. 2025.

[3] 王博. 基于人工智能的金融投资策略优化研究[J]. 商展经济, 2024(19).

[4] 章国能. 人工智能驱动的金融投资策略优化研究[J]. 经济与社会发展研究, 2025(12): 66-68.