Puneet Varma (Editor)

Graph operations

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Graph operations produce new graphs from initial ones. They may be separated into the following major categories.

Contents

Unary operations

Unary operations create a new graph from one initial one.

Elementary operations

Elementary operations or editing operations create a new graph from one initial one by a simple local change, such as addition or deletion of a vertex or of an edge, merging and splitting of vertices, edge contraction, etc. The graph edit distance between a pair of graphs is the minimum number of elementary operations required to transform one graph into the other.

Advanced operations

Advanced operations create a new graph from one initial one by a complex changes, such as:

  • transpose graph;
  • complement graph;
  • line graph;
  • graph minor;
  • graph rewriting;
  • power of graph;
  • dual graph;
  • medial graph;
  • Y-Δ transform;
  • Mycielskian.
  • Binary operations

    Binary operations create a new graph from two initial ones G1 = (V1, E1) and G2 = (V2, E2), such as:

  • graph union: G1G2 = (V1V2, E1E2). When V1 and V2 are disjoint, the graph union is referred to as the disjoint graph union, and denoted G1G2;
  • graph intersection: G1G2 = (V1V2, E1E2);
  • graph join: graph with all the edges that connect the vertices of the first graph with the vertices of the second graph. It is a commutative operation (for unlabelled graphs);
  • graph products based on the cartesian product of the vertex sets:
  • cartesian graph product: it is a commutative and associative operation (for unlabelled graphs),
  • lexicographic graph product (or graph composition): it is an associative (for unlabelled graphs) and non-commutative operation,
  • strong graph product: it is a commutative and associative operation (for unlabelled graphs),
  • tensor graph product (or direct graph product, categorical graph product, cardinal graph product, Kronecker graph product): it is a commutative and associative operation (for unlabelled graphs),
  • zig-zag graph product;
  • graph product based on other products:
  • rooted graph product: it is an associative operation (for unlabelled but rooted graphs),
  • corona graph product: it is a non-commutative operation;
  • series-parallel graph composition:
  • parallel graph composition: it is a commutative operation (for unlabelled graphs),
  • series graph composition: it is a non-commutative operation,
  • source graph composition: it is a commutative operation (for unlabelled graphs);
  • Hajós construction.
  • References

    Graph operations Wikipedia


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