Sep 2026· International Journal of Data Science and IoT Management System· 0 citations
Abstract
Portfolio optimization is a fundamental aspect of investment management that focuses on constructing a portfolio capable of delivering the highest possible return while minimizing investment risk. Modern Portfolio Theory (MPT), introduced by Harry Markowitz, provides a quantitative framework for selecting an optimal combination of assets based on their expected returns, variances, and correlations. This study examines the application of Modern Portfolio Theory in optimizing investment portfolios by evaluating the trade-off between risk and return across different asset classes. Historical financial data are analyzed to estimate expected returns, standard deviations, and covariance among selected securities. The efficient frontier is generated to identify portfolios that maximize returns for a given level of risk, while diversification is employed to reduce unsystematic risk. The findings demonstrate that a well-diversified portfolio designed using MPT can significantly improve investment performance compared to investing in individual assets. The study also highlights the practical significance of portfolio optimization in assisting investors, financial analysts, and portfolio managers in making informed investment decisions aligned with their financial objectives and risk tolerance. Overall, the research emphasizes that Modern Portfolio Theory remains a valuable and effective approach for achieving efficient asset allocation and enhancing long-term portfolio performance in dynamic financial markets. Keywords: Portfolio Optimization, Modern Portfolio Theory (MPT), Investment Management, Risk-Return Trade-off, Asset Allocation, Portfolio Diversification, Efficient Frontier.
Background: …
Objective: Modern portfolio theory aims to maximize investment returns while managing the amount of risk taken, represented by variance, across different investment options. By regularly monitoring and adjusting their portfolio, investors can better align their investments with their specific financial g...
I. Novikri, N. Achsani, Roy Sembel et al.· Inkubis Jurnal Ekonomi dan B...· 0 citations
Constructing an optimal portfolio is a crucial step for investors in balancing the trade-off between expected return and investment risk. This study aims to construct an optimal portfolio comprising two stocks, EMDE and MTDL, by applying the Markowitz mean-variance model to minimize return variance at a specific return...
Zahra Rohadatul Aisylah, Ferdiansyah Saputra, Arief Surya Lesmana et al.· Digital Business and Entrepr...· 0 citations
Portfolio diversification is an important investment strategy for managing risk and improving the balance between risk and return. However, investment decisions are influenced not only by market conditions and asset allocation but also by behavioural factors such as overconfidence, loss aversion, herding behaviour and...
Amar Kumar Chaudhary, Priyanka Kumari· Asian Journal of Economics B...· 0 citations
A portfolio optimization framework that combines machine learning-based stock price prediction with Modern Portfolio Theory (MPT) and provides a systematic decision-support approach for combining predictive analytics with portfolio optimization is developed.
Subhash Naidu B, R. Kulkarni· International Journal of Cre...· 0 citations
Subject. Evolution and Current State of Investment Portfolio Optimization Methods.
Objectives. To develop an investment portfolio optimization model by expanding the system of constraints, which allows taking into account asset liquidity, diversification requirements, and the uncertainty of forecasted return estimates....
I. Naugolnova, L.R. Tuktarova· Finance and Credit· 0 citations
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