메뉴 건너뛰기




Volumn 13, Issue 5, 2009, Pages 1030-1053

Evolutionary optimization of constrained k-means clustered assets for diversification in small portfolios

Author keywords

Bounding and class constraints; Cardinality; Evolution strategy; k means cluster analysis; Portfolio optimazation

Indexed keywords

BOUNDING AND CLASS CONSTRAINTS; CARDINALITY; EVOLUTION STRATEGY; K-MEANS CLUSTER ANALYSIS; PORTFOLIO OPTIMAZATION;

EID: 70349882157     PISSN: 1089778X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TEVC.2009.2014360     Document Type: Article
Times cited : (67)

References (34)
  • 1
    • 0021497874 scopus 로고
    • Some models for estimating technological and scale inefficiencies in Data Envelopment Analysis
    • R. D. Banker, A. Charnes, and W. W. Cooper, "Some models for estimating technological and scale inefficiencies in Data Envelopment Analysis," Manage. Sci., vol. 30, no. 9, pp. 1078-1092, 1984.
    • (1984) Manage. Sci , vol.30 , Issue.9 , pp. 1078-1092
    • Banker, R.D.1    Charnes, A.2    Cooper, W.W.3
  • 2
    • 0001629453 scopus 로고
    • The asset structure of individual portfolios and some implications for utility functions
    • M. E. Blume and I. Friend, "The asset structure of individual portfolios and some implications for utility functions," J. Finance vol. 30, no. 2, pp. 585-603, 1975.
    • (1975) J. Finance , vol.30 , Issue.2 , pp. 585-603
    • Blume, M.E.1    Friend, I.2
  • 4
    • 0034333695 scopus 로고    scopus 로고
    • Heuristics for cardinality constrained portfolio optimization
    • T. J. Chang, N. Meade, J. B. Beasley, and Y. M. Sharaiha, "Heuristics for cardinality constrained portfolio optimization," Comput. Operations Res., vol. 27, pp. 1271-1302, 2000.
    • (2000) Comput. Operations Res , vol.27 , pp. 1271-1302
    • Chang, T.J.1    Meade, N.2    Beasley, J.B.3    Sharaiha, Y.M.4
  • 5
    • 0018032112 scopus 로고
    • Measuring the efficiency of decision making units
    • A. Charnes, W. W. Cooper, and E. Rhodes, "Measuring the efficiency of decision making units," Eur. J. Oper. Res., vol. 2, pp. 429-444, 1978.
    • (1978) Eur. J. Oper. Res , vol.2 , pp. 429-444
    • Charnes, A.1    Cooper, W.W.2    Rhodes, E.3
  • 6
    • 1642358232 scopus 로고    scopus 로고
    • Simulated annealing for complex portfolio selection problems
    • Y. Crama and M. Schyns, "Simulated annealing for complex portfolio selection problems," Eur. J. Oper. Res., vol. 150, no. 3, pp. 546-571, 2003.
    • (2003) Eur. J. Oper. Res , vol.150 , Issue.3 , pp. 546-571
    • Crama, Y.1    Schyns, M.2
  • 9
    • 0000648003 scopus 로고
    • The measurement of productive efficiency
    • M. J. Farrell, "The measurement of productive efficiency," J. Royal Statistical Soc., vol. 120, no. 3, pp. 253-290, 1957.
    • (1957) J. Royal Statistical Soc , vol.120 , Issue.3 , pp. 253-290
    • Farrell, M.J.1
  • 11
    • 33748922750 scopus 로고    scopus 로고
    • Portfolio selection using neural networks
    • Fernandez, Alberto, and S. Gomez, "Portfolio selection using neural networks," Comput. and Operations Res., vol. 34, no. 4, pp. 1177-1191, 2007.
    • (2007) Comput. and Operations Res , vol.34 , Issue.4 , pp. 1177-1191
    • Fernandez, A.1    Gomez, S.2
  • 12
    • 0000800313 scopus 로고    scopus 로고
    • Income risk, borrowing constraints and portfolio choice
    • L. Guiso, T. Jappelli, and D. Terlizzese, "Income risk, borrowing constraints and portfolio choice," Amer. Econ. Rev., vol. 86, no. 1, pp. 158-172, 1996.
    • (1996) Amer. Econ. Rev , vol.86 , Issue.1 , pp. 158-172
    • Guiso, L.1    Jappelli, T.2    Terlizzese, D.3
  • 15
    • 0036885548 scopus 로고    scopus 로고
    • Optimal bench mark tracking with small portfolios
    • R. Jansen and R. van Dijk, "Optimal bench mark tracking with small portfolios," J. Portfolio Manage., vol. 28, no. 2, pp. 9-22, 2002.
    • (2002) J. Portfolio Manage , vol.28 , Issue.2 , pp. 9-22
    • Jansen, R.1    van Dijk, R.2
  • 16
    • 33750233582 scopus 로고    scopus 로고
    • A particle swarm optimization approach in the construction of optimal risky portfolios
    • G. Kendall and Y. Su, "A particle swarm optimization approach in the construction of optimal risky portfolios," in Proc. 23rd Int. Multiconf. Artificial Intell. Applicat., 2005, pp. 140-145.
    • (2005) Proc. 23rd Int. Multiconf. Artificial Intell. Applicat , pp. 140-145
    • Kendall, G.1    Su, Y.2
  • 17
    • 0037795743 scopus 로고    scopus 로고
    • Appropriate policy allocation for alternative investments
    • K. Terhaar, R. Staub, and B. Singer, "Appropriate policy allocation for alternative investments," J. Portfolio Manage., pp. 101-110, 2003.
    • (2003) J. Portfolio Manage , pp. 101-110
    • Terhaar, K.1    Staub, R.2    Singer, B.3
  • 20
    • 70349859353 scopus 로고    scopus 로고
    • M. Dietmar, Small is beautiful: Diversification with a limited number of assets, in Proc. CCFEA Paper Ser. WP005-06, Colchester, U.K.: Univ. Essex, 2006.
    • M. Dietmar, "Small is beautiful: Diversification with a limited number of assets," in Proc. CCFEA Paper Ser. WP005-06, Colchester, U.K.: Univ. Essex, 2006.
  • 21
    • 1442359837 scopus 로고    scopus 로고
    • Optimization of cardinality constrained portfolios with a hybrid local search algorithm
    • M. Dietmar and H. Kellerer, "Optimization of cardinality constrained portfolios with a hybrid local search algorithm," OR Spectrum, vol. 25, no. 4, pp. 481-495, 2003.
    • (2003) OR Spectrum , vol.25 , Issue.4 , pp. 481-495
    • Dietmar, M.1    Kellerer, H.2
  • 22
    • 84995186518 scopus 로고
    • Portfolio selection
    • H. M. Markowitz, "Portfolio selection," J. Finance, vol. 7, no. 1, pp. 77-91, 1952.
    • (1952) J. Finance , vol.7 , Issue.1 , pp. 77-91
    • Markowitz, H.M.1
  • 25
    • 75749144495 scopus 로고    scopus 로고
    • On measuring the reliability of k-means clustered financial portfolio sets for cardinality constrained portfolio optimization
    • New Delhi, India: Narosa
    • G. A. Pai Vijayalakshmi and T. Michel, "On measuring the reliability of k-means clustered financial portfolio sets for cardinality constrained portfolio optimization," in Proc. Math. Comput. Models New Delhi, India: Narosa, 2007, pp. 313-323.
    • (2007) Proc. Math. Comput. Models , pp. 313-323
    • Pai Vijayalakshmi, G.A.1    Michel, T.2
  • 26
    • 70349875978 scopus 로고    scopus 로고
    • A hybrid PSO-SQP optimization of k-means clustered assets for diversification in large portfolios
    • New York: Springer-Verlag, under revision
    • G. A. Pai Vijayalakshmi and T. Michel, "A hybrid PSO-SQP optimization of k-means clustered assets for diversification in large portfolios," in Appl. Swarm Intell. (Ser. Stud. Comput. Intell.). New York: Springer-Verlag, 2009 (under revision).
    • (2009) Appl. Swarm Intell. (Ser. Stud. Comput. Intell.)
    • Pai Vijayalakshmi, G.A.1    Michel, T.2
  • 28
    • 33845541764 scopus 로고    scopus 로고
    • Automatic trading agent. RMT based Portfolio theory and portfolio selection
    • S. Malgorzata and J. Krzych, "Automatic trading agent. RMT based Portfolio theory and portfolio selection," Acta Physica Polonica B vol. 37, no. 11, 2006.
    • (2006) Acta Physica Polonica B , vol.37 , Issue.11
    • Malgorzata, S.1    Krzych, J.2
  • 29
    • 33847416925 scopus 로고    scopus 로고
    • Evolutionar y algorithms and the cardinality constrained portfolio optimization problem
    • New York: Springer-Verlag
    • S. Felix, H. Ulmer, and A. Zell, "Evolutionar y algorithms and the cardinality constrained portfolio optimization problem," in Proc. Int. Conf. Operations Res., New York: Springer-Verlag, 2003, pp. 253-260.
    • (2003) Proc. Int. Conf. Operations Res , pp. 253-260
    • Felix, S.1    Ulmer, H.2    Zell, A.3
  • 31
    • 75749110808 scopus 로고    scopus 로고
    • arXiv: Physics/0507006
    • Jul
    • T. Vincenzo, F. Lillo, M. Gallegati, and R. N. Mantegna, "Cluster analysis for portfolio optimization," arXiv: Physics/0507006, vol. 6, Jul. 2005.
    • (2005) , vol.6
    • Vincenzo, T.1    Lillo, F.2    Gallegati, M.3    Mantegna, R.N.4
  • 32
    • 0035892558 scopus 로고    scopus 로고
    • An overview of Evolutionary Algorithms: Practical issues and common pitfalls
    • D. Whitley, "An overview of Evolutionary Algorithms: Practical issues and common pitfalls," J. Inform. Software Technol., vol. 43, pp. 817-831, 2001.
    • (2001) J. Inform. Software Technol , vol.43 , pp. 817-831
    • Whitley, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.