Title of article
Solving acomprehensivemodelformultiobjectiveprojectportfolioselection
Author/Authors
A.F. Carazo، نويسنده , , TrinidadG?mezb، نويسنده , , Juli?nMolinab، نويسنده , , AlfredoG.Hern?ndez-D?az، نويسنده , , FlorM.Guerrero، نويسنده , , Rafael Caballerob، نويسنده ,
Issue Information
ماهنامه با شماره پیاپی سال 2010
Pages
10
From page
630
To page
639
Abstract
Any organizationisroutinelyfacedwiththeneedtomakedecisionsregardingtheselectionandscheduling
of projectportfoliosfromasetofcandidateprojects.Weproposeamultiobjectivebinaryprogramming
model thatfacilitatesbothobtainingefficientportfoliosinlinewiththesetofobjectivespursuedbythe
organization, aswellastheirschedulingregardingtheoptimumtimetolauncheachprojectwithinthe
portfolio withouttheneedforaprioriinformationonthedecision-makerʹspreferences.Resourcecon-
straints, thepossibilityoftransferringresourcesnotconsumedinagivenaperiodtothefollowingone,
and projectinterdependencehavealsobeentakenintoaccount.Giventhatthecomplexityofthisproblem
increases asthenumberofprojectsandthenumberofobjectivesincrease,wesolveitusingametaheuris-
tic procedurebasedonScatterSearchthatwecallSS-PPS(ScatterSearchforProjectPortfolioSelection).
The characteristicsandeffectivenessofthismethodarecomparedwithotherheuristicapproaches(SPEA
and afullyrandomprocedure)usingcomputationalexperimentsonrandomlygeneratedinstances.
Statement ofscopeandpurpose This paperdescribesamodeltoaidintheselectionandschedulingof
project portfolioswithinanorganization.Themodelwasdesignedassumingstronginterdependence
between projects,whichthereforehavetobeassessedingroups,whileallowingindividualprojectsto
start atdifferenttimesdependingonresourceavailabilityoranyotherstrategicorpoliticalrequirements,
which involvestimingissues.Thesimultaneouscombinationofprojectportfolioselectionandscheduling
under generalconditionsinvolvesknowndrawbacksthatweattempttoremedy.Finally,themodeltakes
into accountmultipleobjectiveswithoutrequiringapriorispecificationsregardingthedecision-makerʹs
preferences.
Keywords
Scheduling , Metaheuristic methods , Multiobjective decision-making , Nonlinear binary models , Portfolio project selection
Journal title
Computers and Operations Research
Serial Year
2010
Journal title
Computers and Operations Research
Record number
927676
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