ACM SIGSOFT Software Engineering Notes · 2009 · 14 citations · 16 references
ComputingComputer EngineeringComputer ScienceData EngineeringSoftware EngineeringTest DevelopmentComputer-based TestingEvolutionary ComputationGenetic AlgorithmsPopulation-based SearchSoftware TestingAutomated Test GenerationGenetic Algorithm OptimizationSoftware TestabilitySoftware Testing ProcessTest Case GenerationTest Data GenerationTest Generation
In recent years researchers have applied the concept of Genetic Algorithm in generation of test data for effective software testing. Several attempts have been made to develop a system to generate test data automatically. The existing such systems do not guarantee to generate test data in only feasible paths. This paper proposes a method to generate feasible test data, using Genetic Algorithm.
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Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49.3K citations
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations
Genetic algorithms for dynamic test data generation
C.C. Michael, Gary McGraw, M.A. Schatz et al. · 2002 · 107 citations