Suitable-portfolio investors, nondominated frontier sensitivity, and the effect of multiple objectives on standard portfolio selection

被引:107
作者
Steuer, Ralph E. [1 ]
Qi, Yue
Hirschberger, Markus
机构
[1] Univ Georgia, Terry Coll Business, Athens, GA 30602 USA
[2] Int Univ Monaco, Hedge Fund Res Inst, Monaco, Monaco
[3] Univ Eichstatt Ingolstadt, Dept Math, Eichstatt, Germany
关键词
multiple criteria portfolio selection; multi-attribute portfolio selection; stochastic objectives; suitable-portfolio investors; market portfolio; nondominated surfaces; nondominated frontier sensitivity; OPTIMIZATION MODEL; SKEWNESS;
D O I
10.1007/s10479-006-0137-1
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
In standard portfolio theory, an investor is typically taken as having one stochastic objective, to maximize the random variable of portfolio return. But in this paper, we focus on investors whose purpose is to build, more broadly, a "suitable portfolio" taking additional concerns into account. Such investors would have additional stochastic and deterministic objectives that might include liquidity, dividends, number of securities in a portfolio, social responsibility, and so forth. To accommodate such investors, we develop a multiple criteria portfolio selection formulation, corroborate its appropriateness by examining the sensitivity of the nondominated frontier to various factors, and observe the conversion of the nondominated frontier to a nondominated surface. Furthermore, multiple criteria enable us to provide an explanation as to why the "market portfolio," so often found deep below the nondominated frontier, is roughly where one would expect it to be with multiple criteria. After commenting on solvability issues, the paper concludes with the idea that what is the "modern portfolio theory" of today might well be interpreted as a projection onto two-space of a real multiple criteria portfolio selection problem from higher dimensional space.
引用
收藏
页码:297 / 317
页数:21
相关论文
共 57 条
[1]  
[Anonymous], J EURO ASIAN MANAG
[2]  
[Anonymous], J MULTICRIT DECIS AN
[3]  
[Anonymous], 2002, J Multi-Criteria Decis Anal, DOI [10.1002/mcda.324, DOI 10.1002/MCDA.324]
[4]  
Ballestero E., 2003, International Transactions in Operational Research, V10, P33, DOI 10.1111/1475-3995.00391
[5]   Portfolio selection: A compromise programming solution [J].
Ballestero, E ;
Romero, C .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1996, 47 (11) :1377-1386
[6]   Approximating the optimum portfolio for an investor with particular preferences [J].
Ballestero, E .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1998, 49 (09) :998-1000
[7]  
Belton V., 2002, MULIPLE CRITERIA DEC
[8]  
Bodie Z., 2004, Essentials of investments, V5th
[9]   Efficient solution concepts and their relations in stochastic multiobjective programming [J].
Caballero, R ;
Cerdá, E ;
Muñoz, MM ;
Rey, L ;
Stancu-Minasian, IM .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2001, 110 (01) :53-74
[10]   Heuristics for cardinality constrained portfolio optimisation [J].
Chang, TJ ;
Meade, N ;
Beasley, JE ;
Sharaiha, YM .
COMPUTERS & OPERATIONS RESEARCH, 2000, 27 (13) :1271-1302