Qualitatively independent systems, a previously recognized type of combinatorial design, have been recently shown to have industrial applications involving the testing of complex systems. For these applications, even small reductions on the size of a qualitatively independent system can be significant. This article discusses some new techniques that result in reduced constructions.
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Cohen et al. (1998) studied this question.