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Evaluating Test Data Generation for Untyped Data Structures Using Genetic Algorithms

Date9 Apr 2018 - 9 Apr 2018
Event1st IEEE Workshop on NEXt level of Test Automation 2018 (NEXTA2018)
LocationVästerås, Sweden
Untyped data such as the byte streams used in communications between spacecraft and ground stations present a specifically challenging field for au- tomatic test data generation. We investigate variations of genetic algorithms to improve test data generation, and present measurements and preliminary results ob- tained using our prototype. The future goal is to extend our white-box random testing tool DCRTT with these methods and thus apply the approach to industry-grade software.
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