Product of two graphs in MATLAB

조회 수: 9 (최근 30일)
puttogether
puttogether 2017년 4월 12일
댓글: puttogether 2017년 4월 13일
I have two undirected graphs G1 and G2, they are both node and -edge weighted graphs. I want to create a graph G which is the Cartesian product of G1 and G2. G1 has 4 nodes and G2 has 15 nodes. How can I do this using MATLAB?

채택된 답변

Christine Tobler
Christine Tobler 2017년 4월 12일
Without weights, you can compute the graph product quite quickly:
A1 = adjacency(G1);
A2 = adjacency(G2);
I1 = speye(numnodes(G1));
I2 = speye(numnodes(G2));
Aprod = kron(A1, I2) + kron(I1, A2);
Gprod = graph(Aprod);
With weights, you need to construct the weighted adjacency matrix, which unfortunately is a bit cumbersome:
>> [i, j] = findedge(G1);
>> A1 = sparse(i, j, G1.Edges.Weight, numnodes(G1), numnodes(G1));
>> [i, j] = findedge(G2);
>> A2 = sparse(i, j, G2.Edges.Weight, numnodes(G2), numnodes(G2));
>> I1 = speye(numnodes(G1));
>> I2 = speye(numnodes(G2));
>> Aprod = kron(A1, I2) + kron(I1, A2);
>> Gprod = graph(Aprod, 'upper');
The node weights should be simpler again, but I'm not sure how you would want to treat these: Is the weight of a node representing the product of node i from G1 and node j from G2 going to be the product of these node's weights, or the sum?
  댓글 수: 1
puttogether
puttogether 2017년 4월 13일
Thank you, this is what I was looking for. Yes the weight of a node in Gprod will be the product of weight at node i from G1 and node j from G2. I figured the nodes out. Thanks again

댓글을 달려면 로그인하십시오.

추가 답변 (0개)

카테고리

Help CenterFile Exchange에서 Graph and Network Algorithms에 대해 자세히 알아보기

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by