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An Evolutionary Process for Product-driven Updates of Feature Models

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10367704" target="_blank" >RIV/00216208:11320/18:10367704 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1145/3168365.3168374" target="_blank" >http://dx.doi.org/10.1145/3168365.3168374</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1145/3168365.3168374" target="_blank" >10.1145/3168365.3168374</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    An Evolutionary Process for Product-driven Updates of Feature Models

  • Original language description

    Feature models are a widely used modeling notation for variability and commonality management in software product line (SPL) engineering. In order to keep an SPL and its feature model aligned, feature models must be changed by including/excluding new features and products, either because faults in the model are found or to reflect the normal evolution of the SPL. The modification of the feature model able to satisfy these change requirements can be complex and error-prone. In this paper, we present a method that is able to automatically update a feature model in order to satisfy a given update request. Our method is based on an evolutionary algorithm and it iteratively applies structure-preserving mutations to the original model, until the model is completely updated. We evaluate the process on real-world feature models. Although our approach does not guarantee to completely update all possible feature models, empirical analysis shows that, on average, more than 80% of requested changes are applied.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    <a href="/en/project/GA17-12465S" target="_blank" >GA17-12465S: Verification and Bug Hunting for Advanced Software</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2018

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 12th International Workshop on Variability Modelling of Software-Intensive Systems

  • ISBN

    978-1-4503-5398-4

  • ISSN

  • e-ISSN

    neuvedeno

  • Number of pages

    8

  • Pages from-to

    67-74

  • Publisher name

    ACM

  • Place of publication

    New York, NY, USA

  • Event location

    Madrid

  • Event date

    Feb 7, 2018

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article