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Some Concepts of Graph Theory Malay Bhattacharyya SRF, MIU, ISI Kolkata May 12, 2011 1 Interactive Seminar Series 2011 Nature Precedings : doi:10.1038/npre.2012.7120.1 : Posted 3 Apr 2012
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Page 1: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Some Concepts of Graph TheoryMalay BhattacharyyaSRF, MIU, ISI Kolkata

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Page 2: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

The story begins…

p königsberg bridge on the Pregel River

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Page 3: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

The königsberg bridge problem

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Find a traversal through the cities thatwould cross each bridge once andonly once.Formalized version:Find an Euler walk in the shown graph.

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Page 4: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

A graph

p G = (V, E)n V: Set of vertices {v1, v2, …, vm}n E: Set of edges {e1, e2, …, en}

n E ⊆ V⨯V

p Order of the graph: mp Size of the graph: n

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Page 5: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Vertex incidence, self-loops and degree

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Given, G = (V, E)I(v) = {(i, j)⊆V⨯v|(i, j)ϵE}d(v) = |I(v)|d(G) = (1/|V|).∑vϵV d(v)∑vϵV d(v) is twice the size of the graph i.e. 2|E|

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Page 6: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Directed graph

p Distinguishing vertex pairs

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Page 7: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

In-degree and out-degree

p In-degree: d–(v)p Out-degree: d+(v)

∑vϵV d–(v) = ∑vϵV d+(v) = |E|

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Page 8: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Significant theorems

p The number of vertices of odd degree in a graph is always even.

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Page 9: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Walks, paths and cyclesp A walk is a sequence of edges in a graph

n A walk in which no edge is repeated is a trailn A trail in which no vertex is repeated is a pathn A path which have same start and end vertices is a cycle

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Page 10: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Tree

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Page 11: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Properties of a tree

p A tree is a connected graph with no cyclesp There is one and only one path between every pair of verticesp The degree of a tree with n vertices is 2(n–1)/n

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Page 12: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Cliques: Complete subgraphs

1-vertex cliques (vertices) – 23,2-vertex cliques (edges) – 42,3-vertex cliques (light blue triangles) – 19 (11 are maximal),4-vertex cliques (dark blue trianges) – 2 (both are maximum and maximal).Clique number of the graph: 4

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Page 13: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Bipartite graph and biclique

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G = (V1, V2, E), where E ⊆ V1⨯ V2

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Page 14: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Planar and non-planar graphs

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Page 15: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

The story ends…

p An Euler walk is a walk that traverses every edges of a graph oncen Criterion: During any walk in the graph, the number of times one enters a non-terminal vertex equals the number of times one leaves it.n Thus, the degree values of thenon-terminal vertices should beeven.n But, this graph has degreevalues 3, 3, 5, 5.n So, no solution exists.

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Page 16: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

References1. F. Harary, Graph Theory, Addison-Wesley, 1969.2. N. Deo. Graph Theory with Application to Engineering and Computer

Science, Prentice-Hall, Englewood Cliffs, N.J., 1974.3. C. Berge, Graphs, North-Holland, 1985.4. R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994.5. D. B. West, Introduction to Graph Theory, Prentice Hall, 1996.6. Introduction to Graph Theory by R.J. Wilson Addison WesleyLongman 1996.7. R. Diestel. Graph Theory, Third Edition, Springer, Heidelberg, 2000.8. M. C. Golumbic, Algorithmic Graph Theory and its Applications, SecondEdition, Annals of Discrete Mathematics, 57, 2004.May 12, 2011 16Interactive Seminar Series 2011

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Page 17: Some Concepts of Graph Theory - COnnecting REpositories · 2012. 8. 8. · R. J. Trudeau, Introduction to Graph Theory, Dover Publications, 1994. 5. D. B. West, Introduction to Graph

Thank you

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