通过量子计算的现代金融 - 一个系统的文献综述
Liliana Bunescu1, Andreea Mădălina Vârtei1
1Faculty of Economic Sciences, Lucian Blaga University of Sibiu, Sibiu, Romania.
PloS one
|July 18, 2024
概括
量子计算为金融提供了解决方案.
科学领域:
- 量子计算是一种量子计算.
- 金融技术 金融技术
- 计算金融是指计算金融.
背景情况:
- 金融部门需要快速,准确的数据处理,降低风险.
- 智力好奇心推动了对现代金融领域先进知识的需求.
- 量子计算为这些金融挑战提供了潜在的解决方案.
研究的目的:
- 对金融领域量子计算应用的文献进行全面审查.
- 介绍量子金融当前最先进的架构.
- 探索量子金融的好处和应用.
主要方法:
- 使用PSALSAR框架进行了系统的文献审查.
- 在Web of Science和Scopus数据库中选择文章时遵循PRISMA指南.
- 分析了2001年至2023年间发表的94篇文章.
主要成果:
- 金融领域的量子计算主要应用于模拟,优化和机器学习.
- 量子算法的最新进展支持这些金融应用.
- 该评论涵盖了期刊,研究方法,数据系列和量子金融的主题.
结论:
- 量子金融利用量子计算进行增强的金融建模和分析.
- 该领域正在迅速发展,具有未来金融创新的巨大潜力.
- 本次审查旨在刺激进一步的研究和对量子金融的兴趣.
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