On the usage of differential evolution for effort estimation

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

On the usage of differential evolution for effort estimation

Popis výsledku v původním jazyce

This paper deals with effort estimation in software engineering. This task is very complex and very important in project management. Project managers have to do right decisions in early stages of project development. There are a large number of methods for effort estimation, however research in this field shows that there is no universal method for this task. Nevertheless there is a possibility to improve accuracy of these methods. Use Case Points method is one of these methods. This paper tries to explain how to use differential evolution and analytical programming for accuracy improvement of this method. Use Case Points method contains a mathematical equation for calculation of effort estimation. Differential evolution and analytical programming areused for synthesize new equation for Use Case Points method. The experimental results shows that this method improving accuracy of effort estimation from MMRE 62% to MMRE 21 %

Název v anglickém jazyce

On the usage of differential evolution for effort estimation

Popis výsledku anglicky

This paper deals with effort estimation in software engineering. This task is very complex and very important in project management. Project managers have to do right decisions in early stages of project development. There are a large number of methods for effort estimation, however research in this field shows that there is no universal method for this task. Nevertheless there is a possibility to improve accuracy of these methods. Use Case Points method is one of these methods. This paper tries to explain how to use differential evolution and analytical programming for accuracy improvement of this method. Use Case Points method contains a mathematical equation for calculation of effort estimation. Differential evolution and analytical programming areused for synthesize new equation for Use Case Points method. The experimental results shows that this method improving accuracy of effort estimation from MMRE 62% to MMRE 21 %

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Latest Trends on Systems. Volume II

ISBN

978-1-61804-244-6

ISSN

1790-5117

e-ISSN

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Počet stran výsledku

4

Strana od-do

632-635

Název nakladatele

Europment

Místo vydání

Rhodes

Místo konání akce

Santorini Island

Datum konání akce

17. 7. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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