IsingTester encodes software test optimization as Ising models and supplies solvers plus a benchmark for evaluating them against baselines.
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2 Pith papers cite this work. Polarity classification is still indexing.
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PROBE uses NSGA-II to find minimal perturbations that cause object detection failures in robotic laptop refurbishment software, showing 3-7x better effectiveness than random search with transferable results across models.
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Ising-based Test Optimization and Benchmarking
IsingTester encodes software test optimization as Ising models and supplies solvers plus a benchmark for evaluating them against baselines.
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Search-based Robustness Testing of Laptop Refurbishing Robotic Software
PROBE uses NSGA-II to find minimal perturbations that cause object detection failures in robotic laptop refurbishment software, showing 3-7x better effectiveness than random search with transferable results across models.