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Volumn 220, Issue , 2013, Pages 507-521

Multi-objective portfolio selection model with fuzzy random returns and a compromise approach-based genetic algorithm

Author keywords

Compromise solution; Fuzzy random variable; Genetic algorithms; Multi objective programming; Portfolio selection

Indexed keywords

COMPROMISE SOLUTIONS; FUZZY RANDOM; FUZZY RANDOM VARIABLE; HISTORICAL DATA; INDIVIDUAL PREFERENCE; MULTI OBJECTIVE; MULTIOBJECTIVE PROGRAMMING; NUMERICAL EXAMPLE; PORTFOLIO SELECTION; PORTFOLIO SELECTION MODELS;

EID: 84868465269     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2012.07.005     Document Type: Conference Paper
Times cited : (90)

References (55)
  • 2
    • 84855869326 scopus 로고    scopus 로고
    • Selection of socially responsible portfolios using goal programming and fuzzy technology
    • A. Bilbao Terol, M. Arenas Parra, and V. Cañal Fernández Selection of socially responsible portfolios using goal programming and fuzzy technology Information Science 189 2012 110 125
    • (2012) Information Science , vol.189 , pp. 110-125
    • Bilbao Terol, A.1    Arenas Parra, M.2    Cañal Fernández, V.3
  • 4
    • 33747971584 scopus 로고
    • A subjective approach for ranking fuzzy numbers
    • L.M. de Campos, and A. González A subjective approach for ranking fuzzy numbers Fuzzy Sets and Systems 29 1989 145 153
    • (1989) Fuzzy Sets and Systems , vol.29 , pp. 145-153
    • De Campos, L.M.1    González, A.2
  • 5
    • 0035885520 scopus 로고    scopus 로고
    • On possibilistic mean value and variance of fuzzy numbers
    • C. Carlsson, and R. Fullér On possibilistic mean value and variance of fuzzy numbers Fuzzy Sets and Systems 122 2001 315 326
    • (2001) Fuzzy Sets and Systems , vol.122 , pp. 315-326
    • Carlsson, C.1    Fullér, R.2
  • 6
    • 0036779383 scopus 로고    scopus 로고
    • A possibilistic approach to selecting portfolios with highest utility score
    • C. Carlsson, R. Fullér, and P. Majlender A possibilistic approach to selecting portfolios with highest utility score Fuzzy Sets and Systems 131 2002 13 21
    • (2002) Fuzzy Sets and Systems , vol.131 , pp. 13-21
    • Carlsson, C.1    Fullér, R.2    Majlender, P.3
  • 8
    • 79957511281 scopus 로고    scopus 로고
    • Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front
    • Y. Chen, X.F. Zou, and W.C. Xie Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front Information Science 181 2011 3336 3355
    • (2011) Information Science , vol.181 , pp. 3336-3355
    • Chen, Y.1    Zou, X.F.2    Xie, W.C.3
  • 11
    • 33748419820 scopus 로고    scopus 로고
    • Portfolio rebalancing model with transaction costs based on fuzzy decision theory
    • Y. Fang, K.K. Lai, and S.Y. Wang Portfolio rebalancing model with transaction costs based on fuzzy decision theory European Journal of Operational Research 175 2006 879 893
    • (2006) European Journal of Operational Research , vol.175 , pp. 879-893
    • Fang, Y.1    Lai, K.K.2    Wang, S.Y.3
  • 12
    • 0035371661 scopus 로고    scopus 로고
    • The variance and covariance of fuzzy random variables and their applications
    • Y.H. Feng, L.J. Hu, and H.S. Shu The variance and covariance of fuzzy random variables and their applications Fuzzy Sets and Systems 120 2001 487 497
    • (2001) Fuzzy Sets and Systems , vol.120 , pp. 487-497
    • Feng, Y.H.1    Hu, L.J.2    Shu, H.S.3
  • 14
    • 38349045558 scopus 로고    scopus 로고
    • Asset portfolio optimization using fuzzy mathematical programming
    • P. Gupta, M.K. Mehlawat, and A. Saxena Asset portfolio optimization using fuzzy mathematical programming Information Science 178 2008 1734 1755
    • (2008) Information Science , vol.178 , pp. 1734-1755
    • Gupta, P.1    Mehlawat, M.K.2    Saxena, A.3
  • 15
    • 75149115855 scopus 로고    scopus 로고
    • Large-scale MV efficient frontier computation via a procedure of parametric quadratic programming
    • M. Hirschberger, Y. Qi, and R.E. Steuer Large-scale MV efficient frontier computation via a procedure of parametric quadratic programming European Journal of Operational Research 204 2010 581 588
    • (2010) European Journal of Operational Research , vol.204 , pp. 581-588
    • Hirschberger, M.1    Qi, Y.2    Steuer, R.E.3
  • 17
    • 33744968926 scopus 로고    scopus 로고
    • Fuzzy chance-constrained portfolio selection
    • X. Huang Fuzzy chance-constrained portfolio selection Applied Mathematics and Computation 177 2006 500 507
    • (2006) Applied Mathematics and Computation , vol.177 , pp. 500-507
    • Huang, X.1
  • 18
    • 0002117320 scopus 로고    scopus 로고
    • Portfolio selection under independent possibilistic information
    • M. Inuiguchi, and T. Tanino Portfolio selection under independent possibilistic information Fuzzy Sets and Systems 115 2000 83 92
    • (2000) Fuzzy Sets and Systems , vol.115 , pp. 83-92
    • Inuiguchi, M.1    Tanino, T.2
  • 19
    • 78651473181 scopus 로고    scopus 로고
    • Fuzzy portfolio selection problem, systems, man, and cybernetics
    • H. Katagiri, H. Ishii, Fuzzy portfolio selection problem, systems, man, and cybernetics, in: IEEE SMC'99 Conference Proceedings, vol. 3, 1999, pp. 973-978.
    • (1999) IEEE SMC'99 Conference Proceedings , vol.3 , pp. 973-978
    • Katagiri, H.1    Ishii, H.2
  • 20
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the nondominated front using the Pareto archived evolution strategy
    • J.D. Knowles, and D.W. Corne Approximating the nondominated front using the Pareto archived evolution strategy Evolutionary Computation 8 2000 149 172
    • (2000) Evolutionary Computation , vol.8 , pp. 149-172
    • Knowles, J.D.1    Corne, D.W.2
  • 21
    • 0002109629 scopus 로고    scopus 로고
    • On the variance of fuzzy random variable
    • R. Korner On the variance of fuzzy random variable Fuzzy Sets and System 92 1997 83 93
    • (1997) Fuzzy Sets and System , vol.92 , pp. 83-93
    • Korner, R.1
  • 23
    • 6344232554 scopus 로고
    • Fuzzy random variables - I
    • H. Kwakernaak Fuzzy random variables - I Information Science 15 1978 1 29
    • (1978) Information Science , vol.15 , pp. 1-29
    • Kwakernaak, H.1
  • 24
    • 33645829502 scopus 로고    scopus 로고
    • A stochastic soft constraints fuzzy model for a portfolio selection problem
    • V. Lacagnina, and A. Pecorella A stochastic soft constraints fuzzy model for a portfolio selection problem Fuzzy Sets and Systems 157 2006 1317 1327
    • (2006) Fuzzy Sets and Systems , vol.157 , pp. 1317-1327
    • Lacagnina, V.1    Pecorella, A.2
  • 25
    • 0037118178 scopus 로고    scopus 로고
    • Viability of infeasible portfolio selection problems: A fuzzy approach
    • T. León, V. Liern, and E. Vercher Viability of infeasible portfolio selection problems: a fuzzy approach European Journal of Operational Research 139 2002 178 189
    • (2002) European Journal of Operational Research , vol.139 , pp. 178-189
    • León, T.1    Liern, V.2    Vercher, E.3
  • 26
    • 46149091092 scopus 로고    scopus 로고
    • A novel portfolio selection model in a hybrid uncertain environment
    • J. Li, and J. Xu A novel portfolio selection model in a hybrid uncertain environment Omega 37 2009 439 449
    • (2009) Omega , vol.37 , pp. 439-449
    • Li, J.1    Xu, J.2
  • 27
    • 80055051884 scopus 로고    scopus 로고
    • Achieving balance between proximity and diversity in multi-objective evolutionary algorithm
    • K. Li, S. Kwong, J.J. Cao, M.Q. Li, J.H. Zheng, and R.M. Shen Achieving balance between proximity and diversity in multi-objective evolutionary algorithm Information Science 182 2012 220 242
    • (2012) Information Science , vol.182 , pp. 220-242
    • Li, K.1    Kwong, S.2    Cao, J.J.3    Li, M.Q.4    Zheng, J.H.5    Shen, R.M.6
  • 29
    • 34548679361 scopus 로고    scopus 로고
    • Genetic algorithms for portfolio selection problems with minimum transaction lots
    • C.C. Lin, and Y.T. Liu Genetic algorithms for portfolio selection problems with minimum transaction lots European Journal of Operational Research 185 2008 393 404
    • (2008) European Journal of Operational Research , vol.185 , pp. 393-404
    • Lin, C.C.1    Liu, Y.T.2
  • 30
    • 0035483231 scopus 로고    scopus 로고
    • Fuzzy random chance-constrained programming
    • B. Liu Fuzzy random chance-constrained programming IEEE Transaction on Fuzzy Systems 9 5 2001 713 720
    • (2001) IEEE Transaction on Fuzzy Systems , vol.9 , Issue.5 , pp. 713-720
    • Liu, B.1
  • 32
    • 0040987826 scopus 로고    scopus 로고
    • The λ-average value and the fuzzy expectation of a fuzzy random variable
    • M. López-Díaz, and M.A. Gil The λ-average value and the fuzzy expectation of a fuzzy random variable Fuzzy Sets and Systems 99 1998 347 352
    • (1998) Fuzzy Sets and Systems , vol.99 , pp. 347-352
    • López-Díaz, M.1    Gil, M.A.2
  • 34
    • 0033115630 scopus 로고    scopus 로고
    • Heuristic algorithms for the portfolio selection problem with minimum transaction lots
    • R. Mansini, and M.G. Speranza Heuristic algorithms for the portfolio selection problem with minimum transaction lots European Journal of Operational Research 114 1999 219 233
    • (1999) European Journal of Operational Research , vol.114 , pp. 219-233
    • Mansini, R.1    Speranza, M.G.2
  • 38
    • 77953651003 scopus 로고    scopus 로고
    • Multi-objective evolutionary algorithms based on the summation of normalized objectives and diversified selection
    • B.Y. Qu, and P.N. Suganthan Multi-objective evolutionary algorithms based on the summation of normalized objectives and diversified selection Information Sciences 180 2010 3170 3181
    • (2010) Information Sciences , vol.180 , pp. 3170-3181
    • Qu, B.Y.1    Suganthan, P.N.2
  • 39
    • 4444286218 scopus 로고    scopus 로고
    • A hybrid heuristic approach to discrete multiobjective optimization of credit portfolios
    • F. Schlottmann, and D. Seese A hybrid heuristic approach to discrete multiobjective optimization of credit portfolios Computational Statistics Data Analysis 47 2005 373 399
    • (2005) Computational Statistics Data Analysis , vol.47 , pp. 373-399
    • Schlottmann, F.1    Seese, D.2
  • 40
    • 77950917250 scopus 로고    scopus 로고
    • C-PSA: Constrained Pareto simulated annealing for constrained multi-objective optimization
    • H.K. Singh, T. Ray, and W. Smith C-PSA: constrained Pareto simulated annealing for constrained multi-objective optimization Information Sciences 180 2010 2499 2513
    • (2010) Information Sciences , vol.180 , pp. 2499-2513
    • Singh, H.K.1    Ray, T.2    Smith, W.3
  • 42
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • N. Srinivas, and K. Deb Multiobjective optimization using nondominated sorting in genetic algorithms Evolutionary Computation 2 3 1994 221 248
    • (1994) Evolutionary Computation , vol.2 , Issue.3 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 44
    • 33847407059 scopus 로고    scopus 로고
    • Suitable-portfolio investors, nondominated frontier sensitivity, and the effect of multiple objectives on standard portfolio selection
    • R.E. Steuer, Y. Qi, and M. Hirschberger Suitable-portfolio investors, nondominated frontier sensitivity, and the effect of multiple objectives on standard portfolio selection Annals of Operations Research 152 1 2007 297 317
    • (2007) Annals of Operations Research , vol.152 , Issue.1 , pp. 297-317
    • Steuer, R.E.1    Qi, Y.2    Hirschberger, M.3
  • 47
    • 0033114964 scopus 로고    scopus 로고
    • Portfolio selection based on upper and lower exponential possibility distributions
    • H. Tanaka, and P. Guo Portfolio selection based on upper and lower exponential possibility distributions European Journal of Operational Research 114 1999 115 126
    • (1999) European Journal of Operational Research , vol.114 , pp. 115-126
    • Tanaka, H.1    Guo, P.2
  • 48
    • 0346685676 scopus 로고    scopus 로고
    • Portfolio selection based on fuzzy probabilities and possibility distributions
    • H. Tanaka, P. Guo, and B. Türksen Portfolio selection based on fuzzy probabilities and possibility distributions Fuzzy Sets and Systems 111 2000 387 397
    • (2000) Fuzzy Sets and Systems , vol.111 , pp. 387-397
    • Tanaka, H.1    Guo, P.2    Türksen, B.3
  • 49
    • 69649085462 scopus 로고    scopus 로고
    • An estimation model of value-at-risk portfolio under uncertainty
    • Y. Yoshida An estimation model of value-at-risk portfolio under uncertainty Fuzzy Sets and Systems 160 22 2009 3250 3262
    • (2009) Fuzzy Sets and Systems , vol.160 , Issue.22 , pp. 3250-3262
    • Yoshida, Y.1
  • 51
    • 49349133217 scopus 로고
    • Fuzzy sets as a basis for a theory of possibility
    • L.A. Zadeh Fuzzy sets as a basis for a theory of possibility Fuzzy Sets and Systems 1 1978 3 28
    • (1978) Fuzzy Sets and Systems , vol.1 , pp. 3-28
    • Zadeh, L.A.1
  • 52
    • 34147128556 scopus 로고    scopus 로고
    • Possibilistic mean-variance models and efficient frontiers for portfolio selection problem
    • W.G. Zhang, Y.L. Wang, Z.P. Chen, and Z.K. Nie Possibilistic mean-variance models and efficient frontiers for portfolio selection problem Information Sciences 177 2007 2787 2801
    • (2007) Information Sciences , vol.177 , pp. 2787-2801
    • Zhang, W.G.1    Wang, Y.L.2    Chen, Z.P.3    Nie, Z.K.4
  • 54
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength Pareto approach
    • E. Zitzler, and L. Thiele Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach IEEE Transactions on Evolutionary Computation 3 4 1999 257 271
    • (1999) IEEE Transactions on Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2


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