Razborov proved that every monotone circuit that computes the perfect matching function for bipartite graphs must have at least $n^{\Omega(\log n)}$ gates (he called it "logical permanent"). Has a better lower bound for the same problem been proved since then? (say $2^{n^\epsilon}$?) As far as I remember this problem was open in the mid 1990's.

I am aware that the clique function requires exponential-size monotone circuits and so on, but I am interested in perfect matching specifically.


1 Answer 1


Eva Tardos proved that the gap is truly exponential by showing that there is a monotone boolean function that has poly size circuits but requires exponential size monotone circuits. Nothing better than super-polynomial is known for matching.

Raz has a result that monotone circuits for matching have linear depth. (Thanks Klauck, for pointing the typo.)

AFAIK, we know nothing better.

Ref: (1) http://www.springerlink.com/index/P25X5838624J0352.pdf

(2) http://www.wisdom.weizmann.ac.il/~ranraz/publications/Pmatching.ps

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    $\begingroup$ Come on, it's linear depth (and its Raz and Wigderson). $\endgroup$ Jan 11, 2011 at 17:52
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    $\begingroup$ Come on, Hartmut, the depth lower bound is only $N^{1/2}$ where $N$ is the number of variables (=edges). So far we do not have any $\Omega(N)$ depth lower bound, even for monotone circuits. The Perfect Matching is another story. None of "refined" lower bound arguments can beat Razborov's lower bound $N^{\Omega(\log N)}$ on the size. $\endgroup$
    – Stasys
    Jul 9, 2011 at 19:56

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