메뉴 건너뛰기




Volumn 11, Issue 1, 2014, Pages 89-109

The mean-Value at Risk static portfolio optimization using genetic algorithm

Author keywords

Genetic algorithm; Mean VaR efficient frontier; Static portfolio optimization; Value at Risk

Indexed keywords


EID: 84893355862     PISSN: 18200214     EISSN: None     Source Type: Journal    
DOI: 10.2298/CSIS121024017R     Document Type: Article
Times cited : (20)

References (32)
  • 1
    • 77957748431 scopus 로고    scopus 로고
    • (1th ed.), John Wiley & Sons Ltd, (Chapter 1). England
    • Alexander C.: Quantitative Methods in Finance (1th ed.), John Wiley & Sons Ltd, (Chapter 1). England. (2008).
    • (2008) Quantitative Methods In Finance
    • Alexander, C.1
  • 2
    • 77956023752 scopus 로고    scopus 로고
    • 1th ed.), John Wiley & Sons Ltd, (Preface). England
    • Alexander C.: Value-at-Risk Models (1th ed.), John Wiley & Sons Ltd, (Preface). England. (2008).
    • (2008) Value-at-Risk Models
    • Alexander, C.1
  • 3
    • 79959959912 scopus 로고    scopus 로고
    • The mean-variance cardinality portfolio optimization problem: An experimental evaluation of five multibjective evolutionary algorithms
    • Anagnostopoulos, K.P., Mamanis, G.: The mean-variance cardinality portfolio optimization problem: An experimental evaluation of five multibjective evolutionary algorithms. Expert Systems with Applications, Vol. 38, 14208-14217. (2011).
    • (2011) Expert Systems With Applications , vol.38 , pp. 14208-14217
    • Anagnostopoulos, K.P.1    Mamanis, G.2
  • 7
    • 67349119462 scopus 로고    scopus 로고
    • Portfolio optimization problems in different measures using genetic algorithm
    • Chang, T.-J., Yang, S.-C., Chang, K.-J.: Portfolio optimization problems in different measures using genetic algorithm. Expert Systems with Applications, Vol. 36, 10529-10537. (2009).
    • (2009) Expert Systems With Applications , vol.36 , pp. 10529-10537
    • Chang, T.-J.1    Yang, S.-C.2    Chang, K.-J.3
  • 9
    • 84931452896 scopus 로고    scopus 로고
    • The niched Pareto genetic algorithm 2 applied to the design of groundwater remediation systems
    • In Zitzler, E., Thiele, L., Deb, K., Coello, C.A.C., Corne D. (eds.)
    • Erikson, M., Mayer, A., Horn, J.: The niched Pareto genetic algorithm 2 applied to the design of groundwater remediation systems. In Zitzler, E., Thiele, L., Deb, K., Coello, C.A.C., Corne D. (eds.): Lecture notes in computer science, Vol. 1917, 681-695. (2001).
    • (2001) Lecture Notes In Computer Science , vol.1917 , pp. 681-695
    • Erikson, M.1    Mayer, A.2    Horn, J.3
  • 14
    • 84924412832 scopus 로고    scopus 로고
    • Optimal Versus Naive Diversification: How Inefficient is the 1/N Portfolio Strategy
    • DeMiguel, V., Garlappi, L., Uppal, R.: Optimal Versus Naive Diversification: How Inefficient is the 1/N Portfolio Strategy? Rev. Financ. Stud., Vol. 22(5), 1915-1953. (2009).
    • (2009) Rev. Financ. Stud , vol.22 , Issue.5 , pp. 1915-1953
    • Demiguel, V.1    Garlappi, L.2    Uppal, R.3
  • 15
    • 79955112808 scopus 로고    scopus 로고
    • Exchange-traded funds of the Euro zone sovereign debt
    • Drenovak, M, Urosevic, B.: Exchange-traded funds of the Euro zone sovereign debt, Economic Annals, Vol. 187, 31-60. (2010).
    • (2010) Economic Annals , vol.187 , pp. 31-60
    • Drenovak, M.1    Urosevic, B.2
  • 17
    • 33749999183 scopus 로고    scopus 로고
    • A multiobjective evolutionary algorithm for approximating the efficient set
    • Hanne, T.: A multiobjective evolutionary algorithm for approximating the efficient set. European Journal of Operational Research, Vol. 176, 1723-1734. (2007).
    • (2007) European Journal of Operational Research , vol.176 , pp. 1723-1734
    • Hanne, T.1
  • 20
    • 0000454216 scopus 로고    scopus 로고
    • In B̈ack, T., Fogel, D. B., Michalewicz, Z. (eds.), Inst. of Physics Publ, Bristol, UK: (pp F1.9:1-F1.9:15)
    • Horn, J.: Multicriteria decision making. In B̈ack, T., Fogel, D. B., Michalewicz, Z. (eds.): Handbook of Evolutionary Computation. Inst. of Physics Publ, Bristol, UK: (pp F1.9:1-F1.9:15). (1997).
    • (1997) Multicriteria Decision Making
    • Horn, J.1
  • 22
    • 56349127716 scopus 로고    scopus 로고
    • Constructing investment strategy portfolios by combination genetic algorithms
    • Jiah-Shing, C., Jia-Li, H., Shih-Min, W., Ya-Wen, C.C.: Constructing investment strategy portfolios by combination genetic algorithms. Expert Systems with Applications, Vol. 36, 3824-3828. (2009).
    • (2009) Expert Systems With Applications , vol.36 , pp. 3824-3828
    • Jiah-Shing, C.1    Jia-Li, H.2    Shih-Min, W.3    Ya-Wen, C.C.4
  • 23
    • 56349163769 scopus 로고    scopus 로고
    • Portfolio value-at-risk forecasting with GA-based extreme value theory
    • Lin, P. C., Ko, P.C.: Portfolio value-at-risk forecasting with GA-based extreme value theory, Expert Systems with Applications, Vol. 36, 2503-2512. (2009).
    • (2009) Expert Systems With Applications , vol.36 , pp. 2503-2512
    • Lin, P.C.1    Ko, P.C.2
  • 24
    • 34548679361 scopus 로고    scopus 로고
    • Genetic algorithms for portfolio selection problems with minimum transaction lots
    • Lin, C. C., Liu, Y. T.: Genetic algorithms for portfolio selection problems with minimum transaction lots. European Journal of Operational Research, Vol. 185, 393-404. (2008).
    • (2008) European Journal of Operational Research , vol.185 , pp. 393-404
    • Lin, C.C.1    Liu, Y.T.2
  • 25
    • 84995186518 scopus 로고
    • Portfolio selection
    • Markowitz, H. M.: Portfolio selection. Journal of Finance, Vol. 7, 77-91. (1952).
    • (1952) Journal of Finance , vol.7 , pp. 77-91
    • Markowitz, H.M.1
  • 26
    • 84863089800 scopus 로고
    • Portfolio Selection: Efficient diversification of investments
    • Markowitz, H. M.: Portfolio Selection: efficient diversification of investments. New York: John Wiley & Sons, (Chapter 9). (1959).
    • (1959) New York: John Wiley & Sons, (Chapter , pp. 9
    • Markowitz, H.M.1
  • 28
    • 32944462440 scopus 로고    scopus 로고
    • The hidden dangers of historical simulation
    • Pritsker, M.: The hidden dangers of historical simulation. Journal of Banking & Finance, Vol. 30, 561-582. (2006).
    • (2006) Journal of Banking & Finance , vol.30 , pp. 561-582
    • Pritsker, M.1
  • 29
    • 0345837480 scopus 로고
    • The fundamental approximation theorem of portfolio analysis in terms of means variances and higher moments
    • Samuelson, P.: The fundamental approximation theorem of portfolio analysis in terms of means variances and higher moments. Review of Economic Studies, Vol. 25, 65-86. (1958).
    • (1958) Review of Economic Studies , vol.25 , pp. 65-86
    • Samuelson, P.1
  • 31
    • 33746617386 scopus 로고    scopus 로고
    • Improving Portfolio Efficiency: A Genetic Algorithm Approach
    • Xiaolou, Y.: Improving Portfolio Efficiency: A Genetic Algorithm Approach. Computational Economics, Vol. 28, 1-14. (2006).
    • (2006) Computational Economics , vol.28 , pp. 1-14
    • Xiaolou, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.