About: Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://authors.elsevier.com/offprints/ASOC859/5051f9feacf19b170053566a04dd0850
Description	Large software companies have to plan their project portfolio to maximize potential portfolio return and strategic alignment, while balancing various preferences, and considering limited resources. In this paper we propose an approach to describe software project portfolios with a set of multiobjective criteria for portfolio managers using the COCOMO II model and introduce a multiobjective evolutionary approach, mPOEMS, to find the Pareto-optimal front efficiently.We evaluate the new approach with portfolios choosing from a set of 50 projects that follow the validated COCOMO II model criteria and compare the performance of the mPOEMS approach with state-of-the-art multiobjective optimization evolutionary approaches. Major result is the mPOEMS approach outperformed the other approaches. Large software companies have to plan their project portfolio to maximize potential portfolio return and strategic alignment, while balancing various preferences, and considering limited resources. In this paper we propose an approach to describe software project portfolios with a set of multiobjective criteria for portfolio managers using the COCOMO II model and introduce a multiobjective evolutionary approach, mPOEMS, to find the Pareto-optimal front efficiently.We evaluate the new approach with portfolios choosing from a set of 50 projects that follow the validated COCOMO II model criteria and compare the performance of the mPOEMS approach with state-of-the-art multiobjective optimization evolutionary approaches. Major result is the mPOEMS approach outperformed the other approaches. (en)
Title	Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms (en)
skos:prefLabel	Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms (en)
skos:notation	RIV/68407700:21230/11:00169342!RIV12-MSM-21230___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6840770012)
http://linked.open...iv/cisloPeriodika	1
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Kubalík, Jiří
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	230404
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/11:00169342
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Evolutionary Computing; Real-World Complexities; Decision Support; Multiobjective Optimization; Software Project Portfolio Management (en)
http://linked.open.../riv/klicoveSlovo	Decision Support Evolutionary Computing Multiobjective Optimization Real-World Complexities Software Project Portfolio Management
http://linked.open...odStatuVydavatele	NL - Nizozemsko
http://linked.open...ontrolniKodProRIV	[630D910BF28F]
http://linked.open...i/riv/nazevZdroje	Applied Soft Computing
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2011
http://linked.open...v/svazekPeriodika	11
http://linked.open...iv/tvurceVysledku	Kubalík, Jiří Biffl, S. Kremmel, T.
http://linked.open...ain/vavai/riv/wos	000281591300139
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
issn	1568-4946
number of pages	11 (xsd:int)
http://bibframe.org/vocab/doi	10.1016/j.asoc.2010.04.013
http://localhost/t...ganizacniJednotka	21230

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