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Application of Evolutionary Algorithms for Optimization of Regression Suites

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F15%3APU117006" target="_blank" >RIV/00216305:26230/15:PU117006 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/DDECS.2015.42" target="_blank" >http://dx.doi.org/10.1109/DDECS.2015.42</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/DDECS.2015.42" target="_blank" >10.1109/DDECS.2015.42</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Application of Evolutionary Algorithms for Optimization of Regression Suites

  • Original language description

    Regression test suites are necessary to ensure that changes to the system made after bug fixes or reimplementation have not broken the intended functionality. However, because of the complexity of current hardware systems, it is desirable to have optimized regression suites that provide the highest verification coverage with minimal simulation time and resources. In this paper, we introduce a coverage-directed optimization algorithm for creating optimized regression suites from verification stimuli that were evaluated in simulation-based verification environment. The results of our experiments show that the quality and the size of the final regression suites are significantly improved in comparison to the original test suit. For our experimental system, we were able to eliminate 94.4% redundant stimuli from the original test suite while retaining the same level of functional coverage.

  • 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/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2015

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    IEEE 18th International Symposium on Design and Diagnostics of Electronic Circuits and Systems

  • ISBN

    978-1-4799-6779-7

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    91-94

  • Publisher name

    IEEE Computer Society

  • Place of publication

    Belgrade

  • Event location

    Belgrade

  • Event date

    Apr 22, 2015

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article