Induced Path
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mathematical Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
area of
graph theory In mathematics and computer science, graph theory is the study of ''graph (discrete mathematics), graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of ''Vertex (graph ...
, an induced path in an
undirected graph In discrete mathematics, particularly in graph theory, a graph is a structure consisting of a set of objects where some pairs of the objects are in some sense "related". The objects are represented by abstractions called '' vertices'' (also call ...
is a
path A path is a route for physical travel – see Trail. Path or PATH may also refer to: Physical paths of different types * Bicycle path * Bridle path, used by people on horseback * Course (navigation), the intended path of a vehicle * Desir ...
that is an
induced subgraph In graph theory, an induced subgraph of a graph is another graph, formed from a subset of the vertices of the graph and ''all'' of the edges, from the original graph, connecting pairs of vertices in that subset. Definition Formally, let G=(V,E) ...
of . That is, it is a sequence of vertices in such that each two adjacent vertices in the sequence are connected by an edge in , and each two nonadjacent vertices in the sequence are not connected by any edge in . An induced path is sometimes called a snake, and the problem of finding long induced paths in
hypercube graph In graph theory, the hypercube graph is the graph formed from the vertices and edges of an -dimensional hypercube. For instance, the cubical graph, cube graph is the graph formed by the 8 vertices and 12 edges of a three-dimensional cube. has ...
s is known as the snake-in-the-box problem. Similarly, an induced cycle is a cycle that is an induced subgraph of ; 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 , 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; for
sparse graph In mathematics, a dense graph is a Graph (discrete mathematics), graph in which the number of edges is close to the maximal number of edges (where every pair of Vertex (graph theory), vertices is connected by one edge). The opposite, a graph with ...
s, having bounded detour number is equivalent to having bounded tree-depth. The induced path number of a graph is the smallest number of induced paths into which the vertices of the graph may be partitioned, and the closely related path cover number of is the smallest number of induced paths that together include all vertices of . The
girth Girth may refer to: Mathematics * Girth (functional analysis), the length of the shortest centrally symmetric simple closed curve on the unit sphere of a Banach space * Girth (geometry), the perimeter of a parallel projection of a shape * 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.


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 , is known as the snake-in-the-box problem, and it has been studied extensively due to its applications in coding theory and engineering.


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 graph In the mathematical field of graph theory, a complete graph is a simple undirected graph in which every pair of distinct vertices is connected by a unique edge. A complete digraph is a directed graph in which every pair of distinct vertices i ...
s, and the connected graphs with no induced cycle are the
tree In botany, a tree is a perennial plant with an elongated stem, or trunk, usually supporting branches and leaves. In some usages, the definition of a tree may be narrower, e.g., including only woody plants with secondary growth, only ...
s. * A triangle-free graph is a graph with no induced cycle of length three. * The cographs are exactly the graphs with no induced path of length three. * The chordal graphs are the graphs with no induced cycle of length four or more. * The even-hole-free graphs are the graphs containing no induced cycles with an even number of vertices. * The trivially perfect graphs are the graphs that have neither an induced path of length three nor an induced cycle of length four. * By the strong perfect graph theorem, the
perfect graph In graph theory, a perfect graph is a Graph (discrete mathematics), graph in which the Graph coloring, chromatic number equals the size of the maximum clique, both in the graph itself and in every induced subgraph. In all graphs, the chromatic nu ...
s are the graphs with no odd hole and no odd antihole. * The distance-hereditary graphs are the graphs in which every induced path is a shortest path, and the graphs in which every two induced paths between the same two vertices have the same length. * The
block graph Block or blocked may refer to: Arts, entertainment and media Broadcasting * Block programming, the result of a programming strategy in broadcasting * W242BX, a radio station licensed to Greenville, South Carolina, United States known as ''96. ...
s are the graphs in which there is at most one induced path between any two vertices, and the connected block graphs are the graphs in which there is exactly one induced path between every two vertices.


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''. credit this result to an unpublished communication of Mihalis Yannakakis. However, this problem can be solved in polynomial time for certain graph families, such as asteroidal-triple-free graphs or graphs with no long holes. It is also NP-complete to determine whether the vertices of a graph can be partitioned into two induced paths, or two induced cycles. 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. From any graph ''G'' with ''n'' vertices, form another graph ''H'' with twice as many vertices as ''G'', by adding to ''G'' ''n''(''n'' − 1)/2 vertices having two neighbors each, one for each pair of vertices in ''G''. Then if ''G'' has an independent set of size ''k'', ''H'' must have an induced path and an induced cycle of length 2''k'', 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 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(''n''1/2-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).


Atomic cycles

Atomic cycles are a generalization of chordless cycles, that contain no ''n''-chords. Given some cycle, an ''n''-chord is defined as a path of length ''n'' connecting two points on the cycle, where ''n'' is less than the length of the shortest path on the cycle connecting those points. If a cycle has no ''n''-chords, it is called an atomic cycle, because it cannot be decomposed into smaller cycles.. In the worst case, the atomic cycles in a graph can be enumerated in O(''m''2) time, where ''m'' is the number of edges in the graph.


Notes


References

* * * * * * * * * * * * * {{refend Graph theory objects