On the Largest Common Subgraph Problem
نویسنده
چکیده
Given two graphs Gi = (Vi, Ei) and G2 = (V2, £2), |Vi| = \V2\ = n, to determine whether they have a size-A; common subgraph is one of the earliest examples of an NP-complete problem (by a trivial reduction from the Maximum Clique problem). We show that this problem for equally sized G\ and G2, i.e. when |23i| = |2?2| = m, remains NP-complete. Moreover, the restriction to the case k = m—tfn, c> 1, is also NP-complete. In this result k and m can hardly be made tighter because the largest Common Subgraph problem for equally sized graphs is reducible to the Graph Isomorphism problem in time 7i°(m-fc). Further, we consider the optimization problem of Computing the maximum common subgraph size. It is only known that this pro blem is not harder than Computing the maximum clique size (V.Kann, STACS'92), and that it is approximable within factor 0( j^tn) (M.Halldörsson, 1994). For some e € (0,1), weprove that the largest common subgraph size is not approximable within addend nc unless NP = P. The techniques used are reductions from the problem of distinguishing between graphs with large and small clique size. •Supported in part by grant No. MGT 000 from the International Science Foundation. Part of this work was done while visiting the Ulm university.
منابع مشابه
Video indexing and similarity retrieval by largest common subgraph detection using decision trees
While the largest common subgraph (LCSG) between a query and a database of models can provide an elegant and intuitive measure of similarity for many applications, it is computationally expensive to compute. Recently developed algorithms for subgraph isomorphism detection take advantage of prior knowledge of a database of models to improve the speed of on-line matching. This paper presents a ne...
متن کاملOn the Approximation of Largest Common Subtrees and Largest Common Point Sets
This paper considers the approximability of the largest common subtree and the largest common subgraph problems, which have applications in molecular biology. It is shown that approximating the problems within a factor of n is NP-complete, while a general search algorithm which approximates both problems within a factor of O(n= logn) is presented. Moreover, several variants of the largest commo...
متن کاملThe Maximum Degree-and-Diameter-Bounded Subgraph in the Mesh
The problem of finding the largest connected subgraph of a given undirected host graph, subject to constraints on the maximum degree ∆ and the diameter D, was introduced in [1], as a generalization of the Degree-Diameter Problem. A case of special interest is when the host graph is a common parallel architecture. Here we discuss the case when the host graph is a k-dimensional mesh. We provide s...
متن کاملA Convex Relaxation Bound for Subgraph Isomorphism
In this work a convex relaxation of a subgraph isomorphism problem is proposed, which leads to a new lower bound that can provide a proof that a subgraph isomorphism between two graphs can not be found. The bound is based on a semidefinite programming relaxation of a combinatorial optimisation formulation for subgraph isomorphism and is explained in detail. We consider subgraph isomorphism prob...
متن کاملA Direct Algorithm to Find a Largest Common Connected Induced Subgraph of Two Graphs
We present a direct algorithm that computes a largest common connected induced subgraph of two given graphs. It is based on an efficient generation of the common connected induced subgraphs of the input graphs. Experimental results are provided.
متن کامل