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Encyclopedia > Connected component (graph theory)

In an undirected graph, a connected component or component is a maximal connected subgraph. Two vertices are in the same connected component if and only if there exists a path between them. In a drawing of a graph, the connected components can each be drawn separately with empty space between them. A nonempty connected graph has one connected component.


In an undirected graph, the existence of a path between two vertices u and v is an equivalence relation, since:

  • There is a trivial path of length zero from any vertex to itself. (reflexivity)
  • If there is a path from u to v, it also a path from v to u. (symmetry)
  • If there is a path from u to v and a path from v to w, we can attach them together to form a path from u to w. (transitivity)

The connected components are then the equivalence classes of this relation.


Connected components are useful because often algorithms or theorems can be applied to each connected component individually, taking advantage of it being a connected graph, and combine these solutions to obtain a solution for the entire graph. For example, if we find a minimum spanning tree or a maximum matching for each connected component, their union is a minimum spanning forest or maximum matching for the entire graph.


Many computational problems related to connected components are complete for the complexity class SL, such as:

  • Are two vertices in the same connected component? Different connected components?
  • Is a graph connected? Not connected?
  • Do two graphs have the same number of connected components? Different number of components?
  • Is the number of connected components even? Is it odd?

Since SL=L, these problems all lie in L and so can be solved with a deterministic machine in O(log n) space.


  Results from FactBites:
 
Connectivity (graph theory) - Wikipedia, the free encyclopedia (801 words)
The connectivity of a graph is an important measure of its robustness as a network.
One of the most important facts about connectivity in graphs is Menger's theorem, which characterizes the connectivity and edge-connectivity of a graph in terms of the number of independent paths between vertices.
In computational complexity theory, SL is the class of problems log-space reducible to the problem of determining whether two vertices in a graph are connected, which was proved to be equal to L by Omer Reingold in 2004.
PlanetMath: connected graph (398 words)
A connected graph is a graph such that there exists a path between all pairs of vertices.
A connected component is a maximal (under inclusion) subset of vertices of any graph and any edges between them that forms a connected graph.
This is version 4 of connected graph, born on 2002-03-02, modified 2005-08-09.
  More results at FactBites »


 

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