Exponential Time Complexity of the Permanent and the Tutte Polynomial

被引:45
|
作者
Dell, Holger [1 ]
Husfeldt, Thore [2 ,3 ]
Marx, Daniel [4 ]
Taslaman, Nina [5 ]
Wahlen, Martin [6 ,7 ]
机构
[1] Univ Paris Diderot, LIAFA, Paris, France
[2] IT Univ Copenhagen, Copenhagen, Denmark
[3] Lund Univ, S-22100 Lund, Sweden
[4] Hungarian Acad Sci MTA SZTAKI, Inst Comp Sci & Control, Budapest, Hungary
[5] Malmo Univ, Malmo, Sweden
[6] Lund Univ, S-22100 Lund, Sweden
[7] Uppsala Univ, Uppsala, Sweden
基金
美国国家科学基金会;
关键词
Theory; Algorithms; Computational complexity; counting problems; Tutte polynomial; permanent; exponential time hypothesis; ALGORITHMS; NUMBER; HARD;
D O I
10.1145/2635812
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We show conditional lower bounds for well-studied #P-hard problems: -The number of satisfying assignments of a 2-CNF formula with n variables cannot be computed in time exp(o(n)), and the same is true for computing the number of all independent sets in an n-vertex graph. -The permanent of an n x n matrix with entries 0 and 1 cannot be computed in time exp(o(n)). -The Tutte polynomial of an n-vertex multigraph cannot be computed in time exp(o(n)) at most evaluation points (x, y) in the case of multigraphs, and it cannot be computed in time exp(o(n/poly log n)) in the case of simple graphs. Our lower bounds are relative to (variants of) the Exponential Time Hypothesis (ETH), which says that the satisfiability of n-variable 3-CNF formulas cannot be decided in time exp(o(n)). We relax this hypothesis by introducing its counting version #ETH; namely, that the satisfying assignments cannot be counted in time exp(o(n)). In order to use #ETH for our lower bounds, we transfer the sparsification lemma for d-CNF formulas to the counting setting.
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页数:32
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