Cartesian product of graphs

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The Cartesian product of graphs.

In graph theory, the Cartesian product GH of graphs G and H is a graph such that

  • the vertex set of GH is the Cartesian product V(G) × V(H); and
  • two vertices (u,u' ) and (v,v' ) are adjacent in GH if and only if either
    • u = v and u' is adjacent to v' in H, or
    • u' = v' and u is adjacent to v in G.

The Cartesian product of graphs is sometimes called the box product of graphs [Harary 1969].

The operation is associative, as the graphs (FG)H and F(GH) are naturally isomorphic. The operation is commutative as an operation on isomorphism classes of graphs, and more strongly the graphs GH and HG are naturally isomorphic, but it is not commutative as an operation on labeled graphs.

The notation G × H has often been used for Cartesian products of graphs, but is now more commonly used for another construction known as the tensor product of graphs. The square symbol is an intuitive and unambiguous notation for the Cartesian product, since it shows visually the four edges resulting from the Cartesian product of two edges.[1]


  • The Cartesian product of two edges is a cycle on four vertices: K2K2 = C4.
  • The Cartesian product of K2 and a path graph is a ladder graph.
  • The Cartesian product of two path graphs is a grid graph.
  • The Cartesian product of n edges is a hypercube:
Thus, the Cartesian product of two hypercube graphs is another hypercube: QiQj = Qi+j.
  • The Cartesian product of two median graphs is another median graph.
  • The graph of vertices and edges of an n-prism is the Cartesian product graph K2Cn.
  • The rook's graph is the Cartesian product of two complete graphs.


If a connected graph is a Cartesian product, it can be factorized uniquely as a product of prime factors, graphs that cannot themselves be decomposed as products of graphs.[2] However, Imrich & Klavžar (2000) describe a disconnected graph that can be expressed in two different ways as a Cartesian product of prime graphs:

(K1 + K2 + K22)(K1 + K23) = (K1 + K22 + K24)(K1 + K2),

where the plus sign denotes disjoint union and the superscripts denote exponentiation over Cartesian products.

A Cartesian product is vertex transitive if and only if each of its factors is.[3]

A Cartesian product is bipartite if and only if each of its factors is. More generally, the chromatic number of the Cartesian product satisfies the equation

χ(GH) = max {χ(G), χ(H)}.[4]

The Hedetniemi conjecture states a related equality for the tensor product of graphs. The independence number of a Cartesian product is not so easily calculated, but as Vizing (1963) showed it satisfies the inequalities

α(G)α(H) + min{|V(G)|-α(G),|V(H)|-α(H)} ≤ α(GH) ≤ min{α(G) |V(H)|, α(H) |V(G)|}.

The Vizing conjecture states that the domination number of a Cartesian product satisfies the inequality

γ(GH) ≥ γ(G)γ(H).

The Cartesian product of unit distance graphs is another unit distance graph.[5]

Cartesian product graphs can be recognized efficiently, in linear time.[6]

Algebraic graph theory[edit]

Algebraic graph theory can be used to analyse the Cartesian graph product. If the graph has vertices and the adjacency matrix , and the graph has vertices and the adjacency matrix , then the adjacency matrix of the Cartesian product of both graphs is given by


where denotes the Kronecker product of matrices and denotes the identity matrix.[7] The adjacency matrix of the Cartesian graph product is therefore the Kronecker sum of the adjacency matrices of the factors.

Category theory[edit]

Viewing a graph as a category whose objects are the vertices and whose morphisms are the paths in the graph, the cartesian product of graphs corresponds to the funny tensor product of categories. The cartesian product of graphs is one of two graph products that turn the category of graphs and graph homomorphisms into a symmetric closed monoidal category (as opposed to merely symmetric monoidal), the other being the tensor product of graphs.[8] The internal hom for the cartesian product of graphs has graph homomorphisms from to as vertices and "unnatural transformations" between them as edges.[8]


According to Imrich & Klavžar (2000), Cartesian products of graphs were defined in 1912 by Whitehead and Russell. They were repeatedly rediscovered later, notably by Gert Sabidussi (1960).



  • Aurenhammer, F.; Hagauer, J.; Imrich, W. (1992), "Cartesian graph factorization at logarithmic cost per edge", Computational Complexity, 2 (4): 331–349, doi:10.1007/BF01200428, MR 1215316.
  • Feigenbaum, Joan; Hershberger, John; Schäffer, Alejandro A. (1985), "A polynomial time algorithm for finding the prime factors of Cartesian-product graphs", Discrete Applied Mathematics, 12 (2): 123–138, doi:10.1016/0166-218X(85)90066-6, MR 0808453.
  • Hahn, Geňa; Sabidussi, Gert (1997), Graph symmetry: algebraic methods and applications, NATO Advanced Science Institutes Series, 497, Springer, p. 116, ISBN 978-0-7923-4668-5.
  • Horvat, Boris; Pisanski, Tomaž (2010), "Products of unit distance graphs", Discrete Mathematics, 310 (12): 1783–1792, doi:10.1016/j.disc.2009.11.035, MR 2610282.
  • Imrich, Wilfried; Klavžar, Sandi (2000), Product Graphs: Structure and Recognition, Wiley, ISBN 0-471-37039-8.
  • Imrich, Wilfried; Klavžar, Sandi; Rall, Douglas F. (2008), Graphs and their Cartesian Products, A. K. Peters, ISBN 1-56881-429-1.
  • Imrich, Wilfried; Peterin, Iztok (2007), "Recognizing Cartesian products in linear time", Discrete Mathematics, 307 (3–5): 472–483, doi:10.1016/j.disc.2005.09.038, MR 2287488.
  • Kaveh, A.; Rahami, H. (2005), "A unified method for eigendecomposition of graph products", Communications in Numerical Methods in Engineering with Biomedical Applications, 21 (7): 377–388, doi:10.1002/cnm.753, MR 2151527.
  • Sabidussi, G. (1957), "Graphs with given group and given graph-theoretical properties", Canadian Journal of Mathematics, 9: 515–525, doi:10.4153/CJM-1957-060-7, MR 0094810.
  • Sabidussi, G. (1960), "Graph multiplication", Mathematische Zeitschrift, 72: 446–457, doi:10.1007/BF01162967, hdl:10338.dmlcz/102459, MR 0209177.
  • Vizing, V. G. (1963), "The Cartesian product of graphs", Vycisl. Sistemy, 9: 30–43, MR 0209178.
  • Weber, Mark (2013), "Free products of higher operad algebras", TAC, 28 (2): 24–65.

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