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Strongly NP-hard discrete gate-sizing problems

机译:NP难解决的离散门调整问题

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The discrete gate-sizing problem has been studied by several researchers recently. Some complexity results have been obtained, and a number of heuristic algorithms have been proposed. For circuit networks that are restricted to the set of trees, or series-parallel graphs, pseudo-polynomial time algorithms to obtain the exact solution have also been proposed, though none can be extended to circuit networks that are arbitrary directed acyclic graphs (dags), We prove that the problem is strongly NP-hard. Our result implies that for arbitrary dags, there is no pseudo-polynomial time algorithm to obtain the exact solution unless P=NP. We also prove that the absolute approximation discrete gate sizing problem is strongly NP-hard. These results provide insight into the difficulties of the problem and may lead to better heuristics.
机译:最近,一些研究人员已经研究了离散门的尺寸确定问题。已经获得了一些复杂性结果,并且已经提出了许多启发式算法。对于仅限于树或串并行图集的电路网络,尽管可以将伪多项式时间算法扩展到任意有向无环图(dag)的电路网络,但也提出了伪多项式时间算法来获得精确解。 ,我们证明问题是强烈的NP难题。我们的结果表明,对于任意dag,除非P = NP,否则没有伪多项式时间算法来获取精确解。我们还证明了绝对逼近离散门的大小确定问题是很强的NP-难问题。这些结果提供了对问题难度的洞察力,并可能导致更好的启发式方法。

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