Portfolio Optimization Using Particle Swarms with Stripes

 

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Autor: Villalobos-Arias, Mario
Format: artículo original
Estat:Versión publicada
Data de publicació:2009
Descripció:In this paper it is consider the Portfolio Optimization Problem developed by Markowitz [11]. The basic assumption is that the investor tries to maximize his/her profit and at the same time, wants to minimize the risk. This problem is usually solved using a scalarization approach (with one objective). Here it is solved it as a bi-objective  optimization problem. It uses a new version of the algorithm of Particle Swarm Optimization for Multi-Objective Problems to which it implemented a method of the stripes to improve dispersion.
Pais:Portal de Revistas UCR
Institution:Universidad de Costa Rica
Repositorio:Portal de Revistas UCR
Idioma:Español
OAI Identifier:oai:portal.ucr.ac.cr:article/301
Accés en línia:https://revistas.ucr.ac.cr/index.php/matematica/article/view/301
Paraula clau:Portfolio optimization
particle swarm optimization
multiobjetive
optimization
Optimización de portafolios
optimización por enjambre de partículas
multiobjetivo
optimización