Article (Scientific journals)
Differential Evolution Algorithms with Cellular Populations
Dorronsoro, Bernabé; Bouvry, Pascal
2011In Lecture Notes in Computer Science, 6239, p. 320-330
Peer reviewed
 

Files


Full Text
dorronsoro10DifferentialEvolutionAlgorithmsWithCellularPopulations.pdf
Publisher postprint (774.37 kB)
Request a copy

All documents in ORBilu are protected by a user license.

Send to



Details



Keywords :
differntial evolution; cellular populations
Abstract :
[en] Differential Evolution (DE) algorithms are efficient Evolutionary Algorithms (EAs) for the continuous optimization domain. There exist a large number of DE variants in the literature. In this paper, we analyze the effect of adding a cellular structure to the population of some of the most outstanding existing ones. The original algorithms will be compared versus their equivalent versions with cellular population both in terms of accuracy and convergence speed. As a result, we conclude that the cellular versions of the algorithms perform, in general, better than the equivalent state-of-the-art ones in the two considered issues.
Research center :
ULHPC - University of Luxembourg: High Performance Computing
Disciplines :
Computer science
Identifiers :
UNILU:UL-ARTICLE-2010-948
Author, co-author :
Dorronsoro, Bernabé ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Bouvry, Pascal ;  University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
External co-authors :
no
Language :
English
Title :
Differential Evolution Algorithms with Cellular Populations
Publication date :
2011
Journal title :
Lecture Notes in Computer Science
ISSN :
0302-9743
eISSN :
1611-3349
Publisher :
Springer
Volume :
6239
Pages :
320-330
Peer reviewed :
Peer reviewed
Available on ORBilu :
since 13 May 2014

Statistics


Number of views
104 (0 by Unilu)
Number of downloads
0 (0 by Unilu)

Scopus citations®
 
12
Scopus citations®
without self-citations
12
OpenCitations
 
7
WoS citations
 
10

Bibliography


Similar publications



Contact ORBilu