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This paper presents new cost-effective heuristics for the generation of minimal test sets. Both dynamic techniques, which are introduced into the test generation process, and a static technique, which is applied to already generated test sets, are used. The dynamic compaction techniques maximize the number of faults that a new test vector detects out of the yet-undetected faults as well as out of the already-detected ones. Thus, they reduce the number of tests and allow tests generated earlier in the test generation process to be dropped. The static compaction technique replaces N test vectors by M < N test vectors, without loss of fault coverage. During test generation, we also find a lower bound on test set size. Experimental results demonstrate the effectiveness of the proposed techniques.
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Kajihara et al. (1995) studied this question.
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