Graph Traversals and Spanning Forests

Connected Graph

A graph is said to be connected if there is a path between any two of its nodes.

Cycle

A Path from a node to itself is called a Cycle. A rgaph must require at least 3 nodes to form a cycle.

Tree

A Tree is a connected graph without cycles.

Spanning Forests

A Forest may be defined as an acyclic graph which has each nodes having one or no predecessors. A Tree may be defined as a forest in which only one node has no predecessors. A Forest may be a single tree or a collection of trees. A forest is said to be ORDERED if it consists of ordered trees.

A Forest F is said to be a Spanning Forest of a graph G if –

  • F is a sub-graph of G containing all nodes of G
  • F is an ordered forest consists T1, T2 …… Tn ordered trees
  • For some T, of the Spanning Forest F, the nodes contained in it are not contained in some other Tj of the same Spanning Forest.

A Spanning Forest consisting of a single tree is called a Spanning Tree.

Consider a Graph below –

Graph-004

A Spanning Forest could be drawn as shown below –

Spanning-Tree-Forest

Dotted lines shows the edges in graph not present in Spanning Forest, solid line shows tree edges.

Tree Edges of a graph are edges present both in gaph and Spanning Forest eg: <A, D>, <A, E>, <A, B>, <B, C>.

Forward edges are arcs of the graph from a node to a spanning forest non-son descendant eg: <E,C>

Back Edges are arcs of the graphs from a spanning forest node to an ancestor eg: <CA>

Cross edges  are arcs of the graph from a spanning forest node to a non-descendant , non-ancestor node eg: <D,E>, <E,B>, <B,E>

 

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