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arxiv: 1401.8135 · v1 · pith:BLHYU3APnew · submitted 2014-01-31 · 💻 cs.DS · cs.CC· math.OC

Competitive learning of monotone Boolean functions

classification 💻 cs.DS cs.CCmath.OC
keywords booleancompetitivemonotoneproblemalgorithmsanalysisapplybesides
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We apply competitive analysis onto the problem of minimizing the number of queries to an oracle to completely reconstruct a given monotone Boolean function. Besides lower and upper bounds on the competitivity we determine optimal deterministic online algorithms for the smallest problem instances.

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