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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)
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  • Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms
  • Software Project Portfolio Optimization with Advanced Multiobjective Evolutionary Algorithms (en)
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  • RIV/68407700:21230/11:00169342!RIV12-MSM-21230___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM6840770012)
http://linked.open...iv/cisloPeriodika
  • 1
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
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http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 230404
http://linked.open...ai/riv/idVysledku
  • RIV/68407700:21230/11:00169342
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Evolutionary Computing; Real-World Complexities; Decision Support; Multiobjective Optimization; Software Project Portfolio Management (en)
http://linked.open.../riv/klicoveSlovo
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
http://linked.open...ichTvurcuVysledku
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http://linked.open...UplatneniVysledku
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
issn
  • 1568-4946
number of pages
http://bibframe.org/vocab/doi
  • 10.1016/j.asoc.2010.04.013
http://localhost/t...ganizacniJednotka
  • 21230
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