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Consider simple undirected graph with atleast 3 vertices, if A is adjacency matrix of graph then the number of 3-cycle is given by trace of 
  • a)
    A3/3
  • b)
    A3/6
  • c)
    A3
  • d)
    A3/2
Correct answer is option 'B'. Can you explain this answer?
Most Upvoted Answer
Consider simple undirected graph with atleast 3 vertices, if A is adja...
Diagonal element of A3 gives number of paths of length 3, from any vertex to itself (cycle of 3).
For each participating vertex, each cycle will be counted thrice. As given below (ABCA, BCAB and CABC).

Furthermore, since the graph is undirected, every cycle will be counted twice. So overall every cycle of length 3 in A3 will be counted 6 times, so we divide by 6 also. Therefore, the number of Cycle is trace of (A3) / 6.
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Consider simple undirected graph with atleast 3 vertices, if A is adja...
Introduction:
We are given a simple undirected graph with at least 3 vertices and we need to find the number of 3-cycles in the graph using its adjacency matrix.

Explanation:
- Let's assume that the given graph has n vertices. The adjacency matrix A of the graph is an n x n matrix where A[i][j] is 1 if there is an edge between vertices i and j, and 0 otherwise.
- To find the number of 3-cycles in the graph, we need to consider all possible combinations of 3 vertices that form a cycle.
- We can represent a cycle of length 3 as (i, j, k), where i, j, and k are distinct vertices in the graph.
- For a cycle of length 3 to exist, there should be an edge between i and j, j and k, and k and i.
- If we consider the adjacency matrix A, then A[i][j] represents the presence of an edge between vertices i and j.
- To find the number of 3-cycles, we need to consider all possible combinations of i, j, and k such that A[i][j], A[j][k], and A[k][i] are all 1.
- We can achieve this by taking the matrix product of A with itself, i.e., A3 = A * A * A.
- The entry (i, j) in the matrix A3 represents the number of paths of length 3 from vertex i to vertex j in the given graph.
- If we divide A3 by 6, we are essentially counting each cycle 6 times (since a cycle can be traversed in 6 different ways).
- Therefore, the number of 3-cycles in the graph is given by the trace of A3 divided by 6, which is the sum of the diagonal elements of A3 divided by 6.
- Hence, the correct answer is option B, A3/6.

Conclusion:
The number of 3-cycles in a simple undirected graph can be found using its adjacency matrix. By taking the matrix product of the adjacency matrix A with itself three times (A3), we can count the number of paths of length 3 between every pair of vertices. Dividing A3 by 6 gives us the number of 3-cycles in the graph. Therefore, option B, A3/6, is the correct answer.
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Consider simple undirected graph with atleast 3 vertices, if A is adjacency matrix of graph then the number of 3-cycle is given by trace ofa)A3/3b)A3/6c)A3d)A3/2Correct answer is option 'B'. Can you explain this answer?
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