Essays about: "Automated Test Case Generation"

Showing result 1 - 5 of 32 essays containing the words Automated Test Case Generation.

  1. 1. How Venture Capital Could Use Large Language Models to Screen Sustainability Impact Startups

    University essay from Lunds universitet/Miljö- och energisystem

    Author : Måns Vilhelm Tivenius; Karl-Gustav Elf; [2023]
    Keywords : Large Language Models; Venture Capital; Impact Investing; Prompt Engineering; GPT-4; ChatGPT; Impact; Sustainability; Artificial Intelligence; Startup success; Impact startup; Impact measurement; Screening; AI for good; Technology and Engineering;

    Abstract : This study investigates the potential of large language models (LLMs), such as ChatGPT, to aid venture capitalists in the screening of startups that maximize sustainability impact. To determine the scope that maximizes impact for venture capitalists' and to identify effective screening criteria, the study utilized theoretical research and interviews. READ MORE

  3. 2. A comparison between random testing and adaptive random testing

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Nicklas Johansson; Ola Aareskjold; [2023]
    Keywords : Adaptive random testing; Random testing; Defect detection efficiency; test case generation time;

    Abstract : Software testing is essential for quality assurance, with automated techniques such as random testing and adaptive random testing being cost-effective solutions compared to others. Adaptive random testing seeks to enhance random testing, and there is a conception that adaptive random testing always should replace random testing. READ MORE

  4. 3. Empirical Comparison Between Conventional and AI-based Automated Unit Test Generation Tools in Java

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Marios Gkikopouli; Batjigdrel Bataa; [2023]
    Keywords : Software Testing; Unit Testing; Automatic Test Case Generation; AI; Defects4J; Experiment; ;

    Abstract : Unit testing plays a crucial role in ensuring the quality and reliability of software systems. However, manual testing can often be a slow and time-consuming process. With current advancements in artificial intelligence (AI), new tools have emerged for automated unit testing to address this issue. READ MORE

  5. 4. Influence of Automatically Constructed Non-Equivalent Mutants on Predictions of Metamorphic Relations

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Johan Götborg; [2023]
    Keywords : Balances scorecard; Data augmentation; Machine learning; Metamorphic testing; MuJava; Mutation testing;

    Abstract : Behovet av tillförlitliga, motståndskraftiga, och beständiga system är uppenbart i vårt samhälle, som i ökande grad blir allt mer beroende av mjukvarulösningar. För att uppnå tillfredsställande nivåer av säkerhet och robusthet måste alla system kontinuerligt genomgå tester. READ MORE

  6. 5. Compiler Testing by Random Source Code Generation

    University essay from Linköpings universitet/Programvara och system

    Author : Victor Löfgren; [2023]
    Keywords : Compiler testing; random testing; fuzz testing; random program generation; automated testing;

    Abstract : Most software projects today are written using programming languages. Compilers in turn translate programs written in these higher level languages into machine code, executable on actual hardware. Ensuring that these compilers function correctly is therefore paramount. READ MORE