面向人工智能教育的量子金融软件开发工具包(QFSDK)的设计与实现

Luochao Wang, Raymond S. T. Lee
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引用次数: 0

摘要

在过去的几十年里,随着互联网技术和在线交易平台的快速发展,金融机构和投资者面临着来自全球经济环境的巨大挑战,金融市场变得比以前更加不可预测和波动,特别是在股票市场,商品市场和加密货币市场。对人工智能和量子金融的兴趣和意识增长如此之快,以至于学术界和高等教育都在努力跟上金融市场不断增长的需求。量子金融是量子理论、计算金融乃至计算机科学相结合的新兴交叉学科,要求学生具备全面的知识储备。同时,对于学生来说,使用一种编程语言从头开始实现量子金融计算是极其复杂的。为了方便课程教学,以及量子金融和人工智能的实际应用,基于作者之前对量子金融理论和其他人工智能研究成果的研究,提出了量子金融软件开发工具包(QFSDK)。QFSDK是用python编程语言编写的,作为向学生介绍量子金融概念和应用的第一步。QFSDK通过开发量子金融计算器库为学习者弥合了理论和实践的鸿沟。它作为一个开源模板,鼓励大量的上下文修改,并且它支持python编程语言的任何在线平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Design and Implementation of Quantum Finance Software Development Kit (QFSDK) for AI Education
For the past several decades, with the rapid development of internet technologies and online transaction platforms, financial institutions and investors are facing huge challenges from the global economic environment that financial markets are becoming more unpredictable and volatile than before, especially in the stock markets, commodity markets and cryptocurrency markets. Interest and awareness of Artificial Intelligence and Quantum Finance are growing so fast that both academia and higher education are struggling to keep up with the accelerating demand of financial markets. Quantum finance is a newly developed interdisciplinary program with the integration of quantum theory, computational finance, and even computer science, which requires students to have comprehensive knowledge reserves. Meanwhile, it is extremely complicated for students to use a programming language to realize quantum finance calculations from scratch. To facilitate curricula teaching, and hands-on usage of quantum finance and AI, a Quantum Finance Software Development Kit (QFSDK) is proposed based on the author’s previous research on Quantum Finance Theory and other AI research findings. The QFSDK was prepared in python programming language as the first step in introducing students to the concepts and applications of quantum finance. The QFSDK bridges the theoretical and practical chasm for learners by developing a quantum finance calculator library. It serves as an open-source template that encourages heavy contextual modification, and it supports any online platforms in the python programming language.
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