Title of article
On theperformanceoftheLP-guidedHopfieldnetwork-geneticalgorithm
Author/Authors
Sancho Salcedo-Sanz، نويسنده , , EmilioG.Ortiz-Garc?، نويسنده , , ?ngelM.Pérez-Bellido، نويسنده , , AntonioPortilla-Figueras، نويسنده , , Francisco L?pez-Ferreras، نويسنده ,
Issue Information
ماهنامه با شماره پیاپی سال 2009
Pages
7
From page
2210
To page
2216
Abstract
This paperproposesalinearprogramming(LP)-guidedHopfield-geneticalgorithmforaclassofcombi-
natorial optimizationproblemswhichadmita0–1integerlinearprogramming.Thealgorithmmodifies
the updatingorderofthebinaryHopfieldnetworkinordertoobtainbetterperformanceofthecomplete
hybrid approach.Wetheoreticallyanalyzeseveraldifferentupdatingordersproposed.Wealsoincludein
the paperanovelproposaltoguidetheHopfieldnetworkusingthecrossoverandmutationoperatorsof
the geneticalgorithm.Experimentalevidencesthatshowthegoodperformanceoftheproposedapproach
in twodifferentcombinatorialoptimizationproblemsarealsoincludedinthepaper.
Keywords
Hybrid genetic algorithms , Hopfield networks , Linear programming , Heuristics
Journal title
Computers and Operations Research
Serial Year
2009
Journal title
Computers and Operations Research
Record number
927606
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