Adaptive test selection via set cover and Thompson sampling bandits cuts test time 18-91% with zero escapes on 28k PCB boards, outperforming static reduction under real concept drift.
Testing in the incremental design and development of complex products.Research in Engineering Design, 30, 04 2019
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Quality-preserving Model for Electronics Production Quality Tests Reduction
Adaptive test selection via set cover and Thompson sampling bandits cuts test time 18-91% with zero escapes on 28k PCB boards, outperforming static reduction under real concept drift.