Optimization strategies in credit portfolio management

This paper focuses on the application of an original global optimization algorithm, based on the hybridization between a genetic algorithm and a semi-deterministic algorithm, for the resolution of various constrained optimization problems for realistic credit portfolios. Results are analyzed from a...

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Detalles Bibliográficos
Autores: Ivorra, Benjamín Pierre Paul, Mohammadi, Bijan, Ramos Del Olmo, Ángel Manuel
Tipo de recurso: artículo
Fecha de publicación:2009
País:España
Institución:Universidad Complutense de Madrid (UCM)
Repositorio:Docta Complutense
Idioma:inglés
OAI Identifier:oai:docta.ucm.es:20.500.14352/49798
Acceso en línea:https://hdl.handle.net/20.500.14352/49798
Access Level:acceso abierto
Palabra clave:519.853
Credit portfolio management
Risk measure
Global optimization
Genetic algorithm
Semi-deterministic algorithm
Investigación operativa (Matemáticas)
1207 Investigación Operativa
Descripción
Sumario:This paper focuses on the application of an original global optimization algorithm, based on the hybridization between a genetic algorithm and a semi-deterministic algorithm, for the resolution of various constrained optimization problems for realistic credit portfolios. Results are analyzed from a financial point of view in order to confirm their relevance.