Reflections on Surrogate-Assisted Search-Based Testing: A Taxonomy and Two Replication Studies based on Industrial ADAS and Simulink Models
Shiva Nejati, Lev Sorokin, Damir A. Safin, Federico Formica, Mohammad Mahdi Mahboob, Claudio Menghi
Topics & Concepts
Computer scienceBenchmark (surveying)Replication (statistics)Machine learningHeuristicTaxonomy (biology)GeneralizationArtificial intelligenceReliability engineeringSearch-based software engineeringSoftwareEngineeringSoftware systemProgramming languageBotanyComponent-based software engineeringBiologyMathematicsStatisticsMathematical analysisGeographyGeodesySoftware Testing and Debugging TechniquesSoftware Reliability and Analysis ResearchFormal Methods in Verification