Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Benchmarking a MOS-based algorithm on the BBOB-2010 noiseless function testbed
Year:2010
Research Areas
  • Artificial intelligence
Information
Abstract
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.
International
Si
Congress
GECCO (Companion) 2010
960
Place
Reviewers
Si
ISBN/ISSN
978-1-4503-0073-5
Start Date
07/07/2010
End Date
11/07/2010
From page
1649
To page
1656
Benchmarking a MOS-based algorithm on the BBOB-2010 noiseless function testbed
Participants
  • Autor: Antonio Latorre De la Fuente (UPM)
  • Autor: Santiago Muelas Pascual (UPM)
  • Autor: Jose Maria Peña Sanchez (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: COMPUTATIONAL INTELLIGENCE GROUP
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)