Zhang, Z. 2025. Quantitative Empirical Research on Portfolio Optimization Based on Sharpe Ratio and Market Index. Highlights in Business, Economics and Management. 61, (Aug. 2025), 31–35. DOI:https://doi.org/10.54097/3ywfab90.