TY - GEN
T1 - Graph properties in node-query setting
T2 - 41st International Symposium on Mathematical Foundations of Computer Science, MFCS 2016
AU - Balaji, Nikhil
AU - Datta, Samir
AU - Kulkarni, Raghav
AU - Podder, Supartha
N1 - Publisher Copyright:
© Nikhil Balaji, Samir Datta, Raghav Kulkarni, and Supartha Podder.
PY - 2016/8/1
Y1 - 2016/8/1
N2 - The query complexity of graph properties is well-studied when queries are on the edges. We investigate the same when queries are on the nodes. In this setting a graph G = (V,E) on n vertices and a property P are given. A black-box access to an unknown subset S c V is provided via queries of the form "Does i belong to S?". We are interested in the minimum number of queries needed in the worst case in order to determine whether G[S] - the subgraph of G induced on S - satisfies P. Our primary motivation to study this model comes from the fact that it allows us to initiate a systematic study of breaking symmetry in the context of query complexity of graph properties. In particular, we focus on the hereditary graph properties - properties that are closed under deletion of vertices as well as edges. The famous Evasiveness Conjecture asserts that even with a minimal symmetry assumption on G, namely that of vertex-transitivity, the query complexity for any hereditary graph property in our setting is the worst possible, i.e., n. We show that in the absence of any symmetry on G it can fall as low as O(n1/(d+1)) where d denotes the minimum possible degree of a minimal forbidden sub-graph for P. In particular, every hereditary property benefits at least quadratically. The main question left open is: Can it go exponentially low for some hereditary property? We show that the answer is no for any hereditary property with finitely many forbidden subgraphs by exhibiting a bound of (n1/k) for a constant k depending only on the property. For general ones we rule out the possibility of the query complexity falling down to constant by showing (log n/ log log n) bound. Interestingly, our lower bound proofs rely on the famous Sunflower Lemma due to Erdös and Rado.
AB - The query complexity of graph properties is well-studied when queries are on the edges. We investigate the same when queries are on the nodes. In this setting a graph G = (V,E) on n vertices and a property P are given. A black-box access to an unknown subset S c V is provided via queries of the form "Does i belong to S?". We are interested in the minimum number of queries needed in the worst case in order to determine whether G[S] - the subgraph of G induced on S - satisfies P. Our primary motivation to study this model comes from the fact that it allows us to initiate a systematic study of breaking symmetry in the context of query complexity of graph properties. In particular, we focus on the hereditary graph properties - properties that are closed under deletion of vertices as well as edges. The famous Evasiveness Conjecture asserts that even with a minimal symmetry assumption on G, namely that of vertex-transitivity, the query complexity for any hereditary graph property in our setting is the worst possible, i.e., n. We show that in the absence of any symmetry on G it can fall as low as O(n1/(d+1)) where d denotes the minimum possible degree of a minimal forbidden sub-graph for P. In particular, every hereditary property benefits at least quadratically. The main question left open is: Can it go exponentially low for some hereditary property? We show that the answer is no for any hereditary property with finitely many forbidden subgraphs by exhibiting a bound of (n1/k) for a constant k depending only on the property. For general ones we rule out the possibility of the query complexity falling down to constant by showing (log n/ log log n) bound. Interestingly, our lower bound proofs rely on the famous Sunflower Lemma due to Erdös and Rado.
KW - Forbidden Subgraph
KW - Graph Properties
KW - Query Complexity
KW - Symmetry and Computation
UR - https://www.scopus.com/pages/publications/85012912585
U2 - 10.4230/LIPIcs.MFCS.2016.17
DO - 10.4230/LIPIcs.MFCS.2016.17
M3 - Conference contribution
AN - SCOPUS:85012912585
T3 - Leibniz International Proceedings in Informatics, LIPIcs
BT - 41st International Symposium on Mathematical Foundations of Computer Science, MFCS 2016
A2 - Muscholl, Anca
A2 - Faliszewski, Piotr
A2 - Niedermeier, Rolf
PB - Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
Y2 - 22 August 2016 through 26 August 2016
ER -