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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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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
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e-ISSN
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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
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