Operational Research

, 2:279 | Cite as

An optimization scenario methodology for bank asset liability management

  • Kyriaki Kosmidou
  • Constantin Zopounidis


Asset-liability management is one of the most important issues in bank strategic planning. This study presents an ALM methodology in a stochastic interest-rate environment. The intention is to develop an optimization tool for interest rate scenarios and to determine the optimal balance among profitability, risk, liquidity and other uncertainties by considering several goals, such as the maximization of returns, the minimization of risk, the maintenance of a desirable level of liquidity and solvency, the expansion of deposits and loans. The model is verified using data from a large commercial bank of Greece over the period 1999.


Asset and liability management banking goal programming optimization 


  1. Brodt, A.I. (1978). Dynamic Balance Sheet Management Model for a Canadian Chartered Bank. Journal of Banking and Finance vol. 2(3), 221–241.CrossRefGoogle Scholar
  2. Carino, D.R., Kent, T., Muyers, D.H., Stacy, C., Sylvanus, M., Turner, A.L., Watanabe, K. and Ziemba, W.T. (1994). The Russell-Yasuda Kasai Model: An Asset/Liability Model for a Japanese Insurance Company Using Multistage Stochastic Programming. Interfaces vol. 24, 29–49.Google Scholar
  3. Chambers, D. and Charnes, A. (1961). Inter-Temporal Analysis and Optimization of Bank Portfolios. Management Science vol. 7, 393–410.Google Scholar
  4. Cohen, K.J. and Hammer, F.S. (1967). Linear Programming and Optimal Bank Asset Management Decisions. Journal of Finance vol. 22, 42–61.Google Scholar
  5. Eatman, L. and Sealey Jr. (1979). A Multi-objective Linear Programming Model for Commercial bank Balance Sheet Management. Journal of Bank Research vol. 9, 227–236.Google Scholar
  6. Fielitz, D. and Loeffler, A. (1979). A Linear Programming Model for Commercial Bank Liquidity Management. Financial Management vol. 8(3), 44–50.CrossRefGoogle Scholar
  7. Giokas, D. and Vassiloglou, M. (1991). A Goal Programming Model for Bank Assets and Liabilities. European Journal of Operations Research vol. 50, 48–60.CrossRefGoogle Scholar
  8. Gup, B. E. and Brooks, R. (1993). Interest Rate Risk Management. Irwin Professional Publishing, Burr Ridge.Google Scholar
  9. Kosmidou, K. and Zopounidis, C. (2001). Bank Asset Liability Management Techniques: An Overview, in Fuzzy Set Systems in Management and Economy, (C. Zopounidis, P.M. Pardalos and G. Baourakis, eds.). World Scientific Publishers, Singapore, 255–268.Google Scholar
  10. Kusy, I.M. and Ziemba, T. W. (1986). A Bank Asset and Liability Management Model. Operations Research vol. 34, no.3, 356–376.Google Scholar
  11. Lifson, K.A. and Blackman, B.R. (1973). Simulation and Optimization Models for Asset Deployment and Funds Sources Balancing Profit Liquidity and Growth. Journal of Bank Research vol. 4(3), 239–255.Google Scholar
  12. Markowitz, H.M. (1959). Portofolio Selection, Efficient Diversification of Investments. John Wiley and Sons, New York.Google Scholar
  13. Mulvey, J.M. and Vladimirou, H. (1992). Stochastic Network Programming for Financial Planning Problems. Management Science vol. 38, 1642–1663.CrossRefGoogle Scholar
  14. Mulvey, J.M. and Ziemba, W.T. (1998). Asset and Liability Management Systems for Long-term Investors: Discussion of the Issues, in Worldwide Asset and Liability Modelling, (W. Ziemba and J. Mulvey, eds.). Cambridge University Press, United Kingdom, 3–38.Google Scholar
  15. Pyle, D.H. (1971). On the Theory of Financial Intermediation. Journal of Finance vol. 26, 737–746.CrossRefGoogle Scholar
  16. Robertson, M. (1972). A Bank Asset Management Model, in Applications of Management Science in Banking and Finance, (S. Eilon and T.R. Fowkes, eds.). Gower Press, Essex, 149–158.Google Scholar
  17. Wolf, C.R. (1969). A Model for selecting Commercial Bank Government Security Portfolios. Rev. Econ. Stat vol. 1, 40–52.CrossRefGoogle Scholar
  18. Ziemba, W.T. and Mulvey, J.M. (1998). Worldwide Asset and Liability Modeling. Cambridge University Press, United Kingdom.Google Scholar
  19. Zopounidis, K. (1998). Analysis and Management of Financial Risks-Multicriteria Approaches. Kleidarithmos Editions, Athens, Greece (in Greek).Google Scholar

Copyright information

© Hellenic Operational Research Society 2002

Authors and Affiliations

  1. 1.Technical University of CreteDept. of Production Engineering and Management,Financial Engineering LaboratoryChaniaGreece

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