PORTFOLIO OPTIMIZATION OF COMMERCIAL BANK CREDITS: A LITERATURE REVIEW

Authors

  • Khushnud Ziyodilloyev

DOI:

https://doi.org/10.47390/SPR1342V3SI8Y2023N14

Keywords:

commercial bank, credit, credit portfolio, optimization, risks, literature review.

Abstract

This paper examines the portfolio optimization of commercial banks' credits, with a focus on the banking sector's efficiency. Following the mortgage bond crisis, banks have become more cautious in allocating financial resources and assessing risks. Evaluating the credit portfolioʻs efficiency and quality is crucial in determining the role of credit operations, effective credit utilization, risk levels, interest rates, loan income, interest margin and overdue loans. The optimal credit portfolio in Uzbekistan’s banking system depends on factors such as economic conditions, risk appetite, regulations, and borrower creditworthiness. In general, an optimal credit portfolio for Uzbekistani banks should be well-diversified, balanced and aligned with the country’s economic development priorities.

References

Abdullaeva Sh., (2007), “Money, Credit and Banks”, Economy-Finance, Tashkent, Uzbekistan, p. 213-215;

Agarana, M. C., Bishop, S. A., & Odetunmibi, O. A. (2014). Optimization of banks loan portfolio management using goal programming technique. International Journal of Research in Applied, Natural and Social Sciences, 2(8), p.43-52. Retrieved

Kamali, S. (2014). Portfolio optimization using particle swarm optimization and genetic algorithm. Journal of Mathematics and Computer Science, 10(2), p.85-90.

Orlova, E. (2020). Decision Making Techniques for Credit Resource Management Using Machine Learning and Optimization. 11(3), p.144.

Nataliya, D. (2014). “Optimization Model of Credit Strategy of Commercial Bank”, The Russian Academic Journal | Vol. 28-2, p.31-37

Metawa, N., Hassan, M. K., & Elhoseny, M. (2017). Genetic Algorithm Based Model for Optimizing Bank Lending decision. Expert Systems with Applications, 80, p.75-82.

Khalifa H. A., & ZeinEldin R. A. (2014). Fuzzy programming approach for portfolio selection problems with fuzzy coefficients. International Journal of Scientific Knowledge, 4(7), p.40-47.

Dubinskas P., & Urbšienė L. (2017). Investment portfolio optimization by applying a genetic algorithm-based approach. Ekonomika, 96(2), p.66-78.

Lester, A. (2019). On the Theory and Practice of Multifactor Portfolio. The Journal of Portfolio Management Quantitative, 45(3), p.87-100.

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Published

2023-12-10

How to Cite

Ziyodilloyev, K. (2023). PORTFOLIO OPTIMIZATION OF COMMERCIAL BANK CREDITS: A LITERATURE REVIEW. Ижтимоий-гуманитар фанларнинг долзарб муаммолари / Актуальные проблемы социально-гуманитарных наук / Actual Problems of Humanities and Social Sciences., 3(S/8). https://doi.org/10.47390/SPR1342V3SI8Y2023N14