Observatorio de I+D+i UPM

Memorias de investigación
Research Publications in journals:
A MOS-based Dynamic Memetic Differential Evolution Algorithm for Continuous Optimization: A Scalability Test
Year:2010
Research Areas
  • Artificial intelligence
Information
Abstract
Continuous optimization is one of the areas with more activity in the eld of Heuristic Optimiza- tion. Many algorithms have been proposed and com- pared on several Benchmarks of Functions, with di er- ent performance depending on the problems. For this reason, the combination of di erent search strategies seems desirable to obtain the best performance of each of these approaches. This contribution explores the use of a hybrid memetic algorithm based on the Multi- ple O spring (MOS) framework. The proposed algo- rithm combines the explorative/exploitative strength of two heuristic search methods, that separately ob- tain very competitive results. This algorithm has been tested with the benchmark problems and conditions de- ned for the special issue of the Soft Computing Jour- nal on Scalability of Evolutionary Algorithms and other Metaheuristics for Large Scale Continuous Optimiza- tion Problems. The proposed algorithm obtained the best results compared with both its composing algo- rithms and a set of reference algorithms that were pro- posed for the special issue.
International
Si
JCR
Si
Title
SOFT COMPUTING
ISBN
1432-7643
Impact factor JCR
1,328
Impact info
Volume
10.1007/s00500-010-0646-3
Journal number
From page
1
To page
13
Month
ENERO
Ranking
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
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
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)