Enhanced Adaptive Random Test Case Prioritization for Model-based Test Suites

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F20%3A00341373" target="_blank" >RIV/68407700:21230/20:00341373 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.12700/APH.17.7.2020.7.7" target="_blank" >https://doi.org/10.12700/APH.17.7.2020.7.7</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.12700/APH.17.7.2020.7.7" target="_blank" >10.12700/APH.17.7.2020.7.7</a>

Result language
angličtina
Original language name
Enhanced Adaptive Random Test Case Prioritization for Model-based Test Suites
Original language description
Adaptive Random Prioritization is a Test Case Prioritization technique which orders test cases within a test suite with a goal of earlier fault detection using a semi-random heuristics. Compared to other Test Case Prioritization methods, Adaptive Random Prioritization has only an average fault detection performance. However, it is less sensitive to some test suite features which negatively affect fault detection performance than other TCP techniques due to its semi-random nature. The article proposes an improved version of Adaptive Random Prioritization technique. The key idea behind the presented enhancement is to extend the test case selection process with additional information about control flow and change of test statements coverage of a test suite. The enhancement replaces the original Test set distance function with a Multi-Criteria Decision-Making method. Validity of the proposed method is evaluated on data from six embedded systems. The evaluation criterion is fault detection performance expressed by Average Percentage of Faults Detection metric and Â12 statistic. The proposed improvement achieved better fault detection performance for all examined systems.
Czech name
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Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20201 - Electrical and electronic engineering

Project
<a href="/en/project/EF16_025%2F0007318" target="_blank" >EF16_025/0007318: Advanced Testing of Automotive Radars</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2020
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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