The Evolution of Portfolio Theory: Integrating Machine Learning with Markowitz Optimization

Modern Portfolio Theory (MPT), developed by Harry Markowitz, transformed investment practices by wisely balancing risk and return. Nonetheless, its efficacy wanes in fluctuating financial markets due to its dependence on historical data and fixed assumptions. This paper investigates incorporating Ma...

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Bibliographic Details
Main Author: Xu Junhao
Format: Article
Language:English
Published: EDP Sciences 2025-01-01
Series:SHS Web of Conferences
Online Access:https://www.shs-conferences.org/articles/shsconf/pdf/2025/09/shsconf_icdde2025_02023.pdf
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