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» A Portfolio Approach to Algorithm Selection
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FSS
2002
84views more  FSS 2002»
13 years 4 months ago
A possibilistic approach to selecting portfolios with highest utility score
The mean-variance methodology for the portfolio selection problem, originally proposed by Markowitz, has been one of the most important research fields in modern finance. In this ...
Christer Carlsson, Robert Fullér, Pé...
IJCAI
2003
13 years 5 months ago
A Portfolio Approach to Algorithm Selection
Kevin Leyton-Brown, Eugene Nudelman, Galen Andrew,...
ECAI
2004
Springer
13 years 10 months ago
Learning Techniques for Automatic Algorithm Portfolio Selection
The purpose of this paper is to show that a well known machine learning technique based on Decision Trees can be effectively used to select the best approach (in terms of efficien...
Alessio Guerri, Michela Milano
GECCO
2009
Springer
121views Optimization» more  GECCO 2009»
13 years 9 months ago
Using memetic algorithms to improve portfolio performance in static and dynamic trading scenarios
The Portfolio Optimization problem consists of the selection of a group of assets to a long-term fund in order to minimize the risk and maximize the return of the investment. This...
Claus de Castro Aranha, Hitoshi Iba
CPAIOR
2007
Springer
13 years 10 months ago
Hybrid Local Search for Constrained Financial Portfolio Selection Problems
Portfolio selection is a relevant problem arising in finance and economics. While its basic formulations can be efficiently solved through linear or quadratic programming, its mor...
Luca Di Gaspero, Giacomo di Tollo, Andrea Roli, An...