| 2. |
- Björklund, Andreas, et al.
(författare)
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Listing Triangles
- 2014
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Ingår i: Automata, Languages, and Programming (Lecture notes in computer science). - Berlin, Heidelberg : Springer Berlin Heidelberg. - 0302-9743 .- 1611-3349. - 9783662439487 ; 8572, s. 223-234
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Konferensbidrag (refereegranskat)abstract
- We present new algorithms for listing triangles in dense and sparse graphs. The running time of our algorithm for dense graphs is O~(n^ω+n^3(ω−1)/(5−ω)t^2(3−ω)/(5−ω)), and the running time of the algorithm for sparse graphs is O~(m^2ω/(ω+1)+m^3(ω−1)/(ω+1)t^(3−ω)/(ω+1)), where n is the number of vertices, m is the number of edges, t is the number of triangles to be listed, and ω < 2.373 is the exponent of fast matrix multiplication. With the current bound on ω, the running times of our algorithms are O~(n^2.373+n^1.568t^0.478) and O~(m^1.408+m^1.222t^0.186), respectively. We first obtain randomized algorithms with the desired running times and then derandomize them using sparse recovery techniques. If ω = 2, the running times of the algorithms become O~(n^2+nt^2/3) and O~(m^4/3+mt^1/3), respectively. In particular, if ω = 2, our algorithm lists m triangles in O~(m4/3) time. Pǎtraşcu (STOC 2010) showed that Ω(m^(4/3 − o(1))) time is required for listing m triangles, unless there exist subquadratic algorithms for 3SUM. We show that unless one can solve quadratic equation systems over a finite field significantly faster than the brute force algorithm, our triangle listing runtime bounds are tight assuming ω = 2, also for graphs with more triangles.
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| 3. |
- Björklund, Andreas, et al.
(författare)
-
Shortest Two Disjoint Paths in Polynomial Time
- 2014
-
Ingår i: Lecture Notes in Computer Science. - Berlin, Heidelberg : Springer Berlin Heidelberg. - 1611-3349 .- 0302-9743. - 9783662439470 ; 8572, s. 211-222
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Konferensbidrag (refereegranskat)abstract
- Given an undirected graph and two pairs of vertices $(s_i,t_i)$ for $i\in\{1,2\}$ we show that there is a polynomial time Monte Carlo algorithm that finds disjoint paths of smallest total length joining $s_i$ and $t_i$ for $i\in\{1,2\}$ respectively, or concludes that there most likely are no such paths at all. Our algorithm applies to both the vertex- and edge-disjoint versions of the problem. Our algorithm is algebraic and uses permanents over the polynomial rings $Z_2[x]$ and $Z_4[x]$ in combination with Mulmuley, Vazirani and Vazirani's isolation lemma to detect a solution. We develop a fast algorithm for permanents over these rings by modifying Valiant's 1979 algorithm for the permanent over $Z_{2^l}$.
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