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Extracting from the relaxed for large-scale semi-continuous variable nondominated frontiers.

Authors :
Steuer, Ralph
Hirschberger, Markus
Deb, Kalyanmoy
Source :
Journal of Global Optimization; Jan2016, Vol. 64 Issue 1, p33-48, 16p
Publication Year :
2016

Abstract

Because of size and covariance matrix problems, computing much of anything along the nondominated frontier of a large-scale (1000-3000 securities) portfolio selection problem with semi-continuous variables is a task that has not previously been achieved. But given (a) the speed at which the nondominated frontier of a classical portfolio problem can now be computed and (b) the possibility that there might be overlaps between the nondominated frontier of the classical problem and that of the same problem but with semi-continuous variables, the paper shows how considerable amounts of the nondominated frontier of a large-scale mean-variance portfolio selection problem with semi-continuous variables can be computed in very little time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09255001
Volume :
64
Issue :
1
Database :
Complementary Index
Journal :
Journal of Global Optimization
Publication Type :
Academic Journal
Accession number :
112044253
Full Text :
https://doi.org/10.1007/s10898-015-0305-4