Title of article
Two-stage updatebiogeography-basedoptimizationusingdifferential evolution algorithm(DBBO)
Author/Authors
Ilhem Boussa، نويسنده , , AmitavaChatterjee، نويسنده , , PatrickSiarry، نويسنده , , MohamedAhmed-Nacer، نويسنده ,
Issue Information
ماهنامه با شماره پیاپی سال 2011
Pages
11
From page
1188
To page
1198
Abstract
Thepresentpaperproposesanewstochasticoptimization algorithmasahybridizationofarelativelyrecent
stochasticoptimizationalgorithm,calledbiogeography-basedoptimization(BBO)withthedifferential
evolution(DE)algorithm.ThiscombinationincorporatesDEalgorithmintotheoptimizationprocedureof
BBO withanattempttoincorporatediversitytoovercomestagnationatlocaloptima.Wealsoproposeto
implementanadditionalselectionprocedureforBBO,whichpreservesfitterhabitatsforsubsequent
generations. TheproposedvariationofBBO,namedDBBO,istestedforseveralbenchmarkfunction
optimizationproblems.TheresultsshowthatDBBOcansignificantlyoutperformthebasicBBOalgorithm
and canmostlyemergeasthebestsolutionprovidingalgorithmamongcompetingBBOandDEalgorithms.
Keywords
Biogeography-based optimization , Differential evolution algorithm
Journal title
Computers and Operations Research
Serial Year
2011
Journal title
Computers and Operations Research
Record number
927937
Link To Document