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Probabilistic approximation of some NP optimization problems by finite-state machines TeX Export

Randomization and Approximation Techniques in Computer Science (1997), pp. 151-164.

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computational_complexity finite_automata np_completeness optimization

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We introduce a subclass of NP optimization problems which contains, e.g., Bin Covering and Bin Packing. For each problem in this subclass we prove that with probability tending to 1 as the number of input items tends to infinity, the problem is approximable up to any given constant factor $$P≤ft( \frac|Opt(I) - M(I)|\max { Opt(I),M(I)} ≥slant ε \right) ≤slant K\exp ( - hn)$$


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