Induced path

From Wikipedia, the free encyclopedia

An induced path of length four in a cube. Finding the longest induced path in a hypercube is known as the snake-in-the-box problem.
An induced path of length four in a cube. Finding the longest induced path in a hypercube is known as the snake-in-the-box problem.

In the mathematical area of graph theory, an induced path in an undirected graph G is a path that is an induced subgraph of G. That is, it is a sequence of vertices in G such that each two adjacent vertices in the sequence are connected by an edge in G, and each two nonadjacent vertices in the sequence are not connected by any edge in G. An induced path is sometimes called a snake, and the problem of finding long induced paths in hypercube graphs is known as the snake-in-the-box problem.

Similarly, an induced cycle is a cycle that is an induced subgraph of G; induced cycles are also called chordless cycles or (when the length of the cycle is four or more) holes. An antihole is a hole in the complement of G, i.e., an antihole is a complement of a hole.

The length of the longest induced path in a graph has sometimes been called the detour number of the graph.[1] The induced path number of a graph G is the smallest number of induced paths into which the vertices of the graph may be partitioned,[2] and the closely related path cover number of G is the smallest number of induced paths that together include all vertices of G.[3] The girth of a graph is the length of its shortest cycle, but this cycle must be an induced cycle as any chord could be used to produce a shorter cycle; for similar reasons the odd girth of a graph is also the length of its shortest odd induced cycle.

Contents

[edit] Example

The illustration shows a cube, a graph with eight vertices and twelve edges, and an induced path of length four in this graph. A straightforward case analysis shows that there can be no longer induced path in the cube, although it has an induced cycle of length six. The problem of finding the longest induced path or cycle in a hypercube, first posed by Kautz (1958), is known as the snake-in-the-box problem, and it has been studied extensively due to its applications in coding theory and engineering.

[edit] Characterization of graph families

Many important graph families can be characterized in terms of the induced paths or cycles of the graphs in the family.

  • Trivially, the connected graphs with no induced path of length two are the complete graphs, and the connected graphs with no induced cycle are the trees.
  • The cographs are exactly the graphs with no induced path of length four.
  • The chordal graphs are the graphs with no induced cycle of length four or more.
  • By the strong perfect graph theorem, the perfect graphs are the graphs with no odd hole and no odd antihole.

[edit] Algorithms and complexity

It is NP-complete to determine, for a graph G and parameter k, whether the graph has an induced path of length at least k. Garey & Johnson (1979) credit this result to an unpublished communication of Yannakakis. However, this problem can be solved in polynomial time for certain graph families, such as asteroidal-triple-free graphs[4] or graphs with no long holes.[5]

It is also NP-complete to determine whether the vertices of a graph can be partitioned into two induced paths, or two induced cycles.[6] As a consequence, determining the induced path number of a graph is NP-hard.

The complexity of approximating the longest induced path or cycle problems can be related to that of finding large independent sets in graphs, by the following reduction.[7] From any graph G with n vertices, form another graph H with twice as many vertices as G, by adding to G an independent set I of n vertices, and an edge from each vertex of G to each vertex of I. Then if G has an independent set of size k, H must have an induced path and an induced cycle of length 2k, formed by alternating vertices of the independent set in G with vertices of I. Conversely, if H has an induced path or cycle of length k, any maximal set of nonadjacent vertices in G from this path or cycle forms an independent set in G of size at least k/3. Thus, the size of the maximum independent set in G is within a constant factor of the size of the longest induced path and the longest induced cycle in H. Therefore, by the results of Håstad (1996) on inapproximability of independent sets, unless NP=ZPP, there does not exist a polynomial time algorithm for approximating the longest induced path or the longest induced cycle to within a factor of O(n1-ε) of the optimal solution.

Holes (and antiholes in graphs without chordless cycles of length 5) in a graph with n vertices and m edges may be detected in time (n+m2)[8]

[edit] Notes

  1. ^ Buckley & Harary (1988).
  2. ^ Chartrand et al. (1994).
  3. ^ Barioli, Fallat & Hogben (2004).
  4. ^ Kratsch, Müller & Todinca (2003).
  5. ^ Gavril (2002).
  6. ^ Le, Le & Müller (2003).
  7. ^ Berman & Schnitger (1992).
  8. ^ (Nikolopoulos & Palios 2004).

[edit] References

  • Berman, Piotr; Schnitger, Georg (1992). "On the complexity of approximating the independent set problem". Information and Computation 96 (1): 77–94. doi:10.1016/0890-5401(92)90056-L. 
  • Buckley, Fred; Harary, Frank (1988). "On longest induced paths in graphs". Chinese Quart. J. Math. 3 (3): 61–65. 
  • Chartrand, Gary; McCanna, Joseph; Sherwani, Naveed; Hossain, Moazzem; Hashmi, Jahangir (1994). "The induced path number of bipartite graphs". Ars Combin. 37: 191–208. 
  • Gavril, Fănică (2002). "Algorithms for maximum weight induced paths". Information Processing Letters 81 (4): 203–208. doi:10.1016/S0020-0190(01)00222-8. 
  • Kautz, W. H. (1958). "Unit-distance error-checking codes". IRE Trans. Elect. Comput. 7: 177–180.