Descripción
|
|
---|---|
In this contribution, a hybrid algorithm combining Differential Evolution and IPOP-CMA-ES is presented and benchmarked on the BBOB 2010 noiseless testbed. The hybrid algorithm has been constructed within the Multiple Offspring Sampling framework, which allows the seamless combination of multiple metaheuristics in a dynamic algorithm capable of adjusting the participation of each of the composing algorithms according to their current performance. The experimental results show a robust behavior of the algorithm and a good scalability as the dimensionality increases. | |
Internacional
|
Si |
Nombre congreso
|
GECCO (Companion) 2010 |
Tipo de participación
|
960 |
Lugar del congreso
|
|
Revisores
|
Si |
ISBN o ISSN
|
978-1-4503-0073-5 |
DOI
|
|
Fecha inicio congreso
|
07/07/2010 |
Fecha fin congreso
|
11/07/2010 |
Desde la página
|
1649 |
Hasta la página
|
1656 |
Título de las actas
|
Benchmarking a MOS-based algorithm on the BBOB-2010 noiseless function testbed |