TY - GEN
T1 - Testing Ck-Freeness in Bounded-Arboricity Graphs
AU - Eden, Talya
AU - Levi, Reut
AU - Ron, Dana
N1 - Publisher Copyright:
© Talya Eden, Reut Levi, and Dana Ron.
PY - 2024/7
Y1 - 2024/7
N2 - We study the problem of testing Ck-freeness (k-cycle-freeness) for fixed constant k > 3 in graphs with bounded arboricity (but unbounded degrees). In particular, we are interested in one-sided error algorithms, so that they must detect a copy of Ck with high constant probability when the graph is ϵ-far from Ck-free. We next state our results for constant arboricity and constant ϵ with a focus on the dependence on the number of graph vertices, n. The query complexity of all our algorithms grows polynomially with 1/ϵ. 1. As opposed to the case of k = 3, where the complexity of testing C3-freeness grows with the arboricity of the graph but not with the size of the graph (Levi, ICALP 2021)1 this is no longer the case already for k = 4. We show that Ω(n1/4) queries are necessary for testing C4-freeness, and that Oe(n1/4) are sufficient. The same bounds hold for C5. 2. For every fixed k ≥ 6, any one-sided error algorithm for testing Ck-freeness must perform Ω(n1/3) queries. 3. For k = 6 we give a testing algorithm whose query complexity is Oe(n1/2). 4. For any fixed k, the query complexity of testing Ck-freeness is upper bounded by O(n1−1/⌊k/2⌋). The last upper bound builds on another result in which we show that for any fixed subgraph F, the query complexity of testing F-freeness is upper bounded by O(n1−1/ℓ(F)), where ℓ(F) is a parameter of F that is always upper bounded by the number of vertices in F (and in particular is k/2 in Ck for even k). We extend some of our results to bounded (non-constant) arboricity, where in particular, we obtain sublinear upper bounds for all k. Our Ω(n1/4) lower bound for testing C4-freeness in constant arboricity graphs provides a negative answer to an open problem posed by (Goldreich, 2021).
AB - We study the problem of testing Ck-freeness (k-cycle-freeness) for fixed constant k > 3 in graphs with bounded arboricity (but unbounded degrees). In particular, we are interested in one-sided error algorithms, so that they must detect a copy of Ck with high constant probability when the graph is ϵ-far from Ck-free. We next state our results for constant arboricity and constant ϵ with a focus on the dependence on the number of graph vertices, n. The query complexity of all our algorithms grows polynomially with 1/ϵ. 1. As opposed to the case of k = 3, where the complexity of testing C3-freeness grows with the arboricity of the graph but not with the size of the graph (Levi, ICALP 2021)1 this is no longer the case already for k = 4. We show that Ω(n1/4) queries are necessary for testing C4-freeness, and that Oe(n1/4) are sufficient. The same bounds hold for C5. 2. For every fixed k ≥ 6, any one-sided error algorithm for testing Ck-freeness must perform Ω(n1/3) queries. 3. For k = 6 we give a testing algorithm whose query complexity is Oe(n1/2). 4. For any fixed k, the query complexity of testing Ck-freeness is upper bounded by O(n1−1/⌊k/2⌋). The last upper bound builds on another result in which we show that for any fixed subgraph F, the query complexity of testing F-freeness is upper bounded by O(n1−1/ℓ(F)), where ℓ(F) is a parameter of F that is always upper bounded by the number of vertices in F (and in particular is k/2 in Ck for even k). We extend some of our results to bounded (non-constant) arboricity, where in particular, we obtain sublinear upper bounds for all k. Our Ω(n1/4) lower bound for testing C4-freeness in constant arboricity graphs provides a negative answer to an open problem posed by (Goldreich, 2021).
KW - Bounded Arboricity
KW - Cycle-Freeness
KW - Property Testing
UR - http://www.scopus.com/inward/record.url?scp=85198344563&partnerID=8YFLogxK
U2 - 10.4230/LIPIcs.ICALP.2024.60
DO - 10.4230/LIPIcs.ICALP.2024.60
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AN - SCOPUS:85198344563
T3 - Leibniz International Proceedings in Informatics, LIPIcs
BT - 51st International Colloquium on Automata, Languages, and Programming, ICALP 2024
A2 - Bringmann, Karl
A2 - Grohe, Martin
A2 - Puppis, Gabriele
A2 - Svensson, Ola
PB - Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
T2 - 51st International Colloquium on Automata, Languages, and Programming, ICALP 2024
Y2 - 8 July 2024 through 12 July 2024
ER -