Title
A hybrid SAGA algorithm for the construction of E(s²)optimal cyclic supersaturated designs A hybrid SAGA algorithm for the construction of E(s²)optimal cyclic supersaturated designs
Author
Faculty/Department
Faculty of Applied Economics
Publication type
article
Publication
Amsterdam ,
Subject
Mathematics
Source (journal)
Journal of statistical planning and inference. - Amsterdam
Volume/pages
139(2009) :2 , p. 478-485
ISSN
0378-3758
ISI
000261348600033
Carrier
E
Target language
English (eng)
Full text (Publishers DOI)
Abstract
In thispaper,weproposeahybridsimulatedannealinggeneticalgorithm(SAGA)forgenerat- ing cyclicstructuredsupersaturateddesigns.ThehybridSAGAcombinesfeaturessuchasthe power oftheGAandthespeedofalocaloptimizersuchasSA,mergingthepreviousmeta- heuristics intoapowerfulhybridoptimizationalgorithm.Thisclassofhybridmetaheuristics enabled ustobuildsupersaturateddesignsfor q = 2, 3,...,14generators.Comparisonsare made withpreviousworksanditisshownthatthehybridSAGAisapowerfultoolforthe construction of E(s2)-optimal supersaturateddesigns.
E-info
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