Q1: Are the following two graphs the same? Discuss whether the problem above is an NP, NP-hard, NP-complete or P class problem.
Two graphs are said to be isomorphic or similar if they follow the following conditions:
- Both of them possess an equal number of vertices
- Both of them possess an equal number of edges
- Both of them have the same degree sequence
- Both of them have the same number of the circuit of a particular length.
Naming the graph on the left-hand side of the image as G1 and the graph on the right-hand side of the image as G2 for simplicity.
The degree of a vertex is defined as the number of edges incident to the vertex.
Both the graphs G1 and G2 have the same number of vertices i.e, 4 (a,b,c,d)
Graph G1 posses 5 edges (ab,bc,cd,da,bd) and graph G2 also posses 5 edges (ab,bc,da,ac,bd)
For Graph G1,
degree (a)=2, degree(b)=3, degree(c)=2, degree(d)=3
So, the degree sequence for graph G1=<2,2,3,3>
For Graph G2,
degree (a)=3, degree(b)=3, degree(c)=2, degree(d)=2
So, the degree sequence for graph G1=<2,2,3,3>
Graph G1 has 2 cycles of size 3(abd,bcd).
Graph G2 also has 2 cycles of size 3(abd,acb).
As both the graphs G1, G2 follows all the conditions of isomorphism, so the graphs G1 and G2 are isomorphic and hence the same.
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