Graph algorithm
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Algorithms for Sparse Graphs. An undirected graph G is a pair (V,E), where V is a finite set of points called vertices and E is a finite set of edges.
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Graph algorithm
- 2. Path • Informally, a path is a sequence of edges that begins at a vertex of a graph and travels from vertex to vertex along edges of the graph.
- 3. Example • In the simple graph shown in Figure 1, a, d, c, f , e is a simple path of length 4, because {a, d},{d, c}, {c, f }, and {f, e} are all edges. However, d, e, c, a is not a path, because {e, c} is not an edge. • Note that b, c, f , e, b is a circuit of length 4 because {b, c}, {c, f }, {f, e}, and {e, b} are edges, and this path begins and ends at b. • The path a, b, e, d, a, b, which is of length 5, is not simple because it contains the edge {a, b} twice.
- 4. Euler circuit 1.Can we travel along the edges of a graph starting at a vertex and returning to it by traversing each edge of the graph exactly once? • This question, which asks whether a graph has an Euler circuit.
- 5. Definition 1 • An Euler circuit in a graph G is a simple circuit containing every edge of G. An Euler path in G is a simple path containing every edge of G.
- 6. Example1 • The graph G1 has an Euler circuit, for example, a, e, c, d, e, b, a. Neither of the graphs G2 or G3 has an Euler circuit (the reader should verify this). However, G3 has an Euler path, namely, a, c, d, e, b, d, a, b. G2 does not have an Euler path
- 7. Theorem 2 • A connected multigraph has an Euler path but not an Euler circuit if and only if it has exactly two vertices of odd degree.
- 8. Example2 • G1 contains exactly two vertices of odd degree, namely, b and d. Hence, it has an Euler path that must have b and d as its endpoints. One such Euler path is d, a, b, c, d, b. Similarly,G2 has exactly two vertices of odd degree, namely, b and d. So it has an Euler path that must have b and d as endpoints. One such Euler path is b, a, g, f, e, d, c, g, b, c, f, d. G3 has no Euler path because it has six vertices of odd degree.
- 9. Hamilton circuit 2.Similarly, can we travel along the edges of a graph starting at a vertex and returning to it while visiting each vertex of the graph exactly once? This question, which asks whether a graph has a Hamilton circuit
- 10. Which of the simple graphs in Figure 10 have a Hamilton circuit or, if not, a Hamilton path?
- 11. Solution • G1 has a Hamilton circuit: a, b, c, d, e, a. • There is no Hamilton circuit in G2 (this can be seen by noting that any circuit containing every vertex must contain the edge {a, b} twice), but G2 does have a Hamilton path, namely, a, b, c, d. • G3 has neither a Hamilton circuit nor a Hamilton path, because any path containing all vertices must contain one of the edges {a, b},{e, f }, and {c, d} more than once.
- 12. What is the length of a shortest path between a and z in the weighted graph shown in Figure 3?
- 13. A shortest-path algorithm • Due to Edsger W. Dijkstra, Dutch computer scientist born in 1930 • Dijkstra's algorithm finds the length of the shortest path from a single vertex to any other vertex in a connected weighted graph.
- 16. Hasse diagram If we want to make a hasse diagram of a relation it must be Reflexive,Transitive and Anti symmetric To make a hasse diagram we have to do these: •omit all loops, •omit all arrows that can be inferred from transitivity, •draw arrows without heads, •understand that all arrows point upwards
- 17. Problem & Solution The hasse diagram is:
- 18. Draw the hasse diagram of this relation? • A={1,2,3,4} • R={(1,1),(2,2),(3,3),(4,4),(1,2),(2,3),(1,3),(1,4)}