Graphs and matrices
Material type: TextSeries: Texts and Readings in Mathematics ; Vol. 58Publication details: New Delhi: Hindustan Book Agency, [c2018]Edition: 2nd edDescription: 187 pISBN: 9789380250694LOC classification: QA166.BAPItem type | Current library | Collection | Shelving location | Call number | Status | Notes | Date due | Barcode | Item holds |
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Book | ICTS | Mathematics | Rack No 2 | QA166.BAP (Browse shelf (Opens below)) | Available | Billno: 45814 ; Billdate: 11.03.2020 | 02401 |
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QA27.14.BHA Connected at infinity : A selection of mathematics by Indians : II | QA43.YAH Iranian mathematics competitions, 1973-2007 | QA76.BLU Foundations of data science | QA166.BAP Graphs and matrices | QA188.BHA Positive definite matrices | QA274.GOS A course in applied stochastic processes | QA274.KAR Introduction to stochastic calculus |
1 Preliminaries
2 Incidence Matrix
3 Adjacency Matrix
4 Laplacian Matrix
5 Cycles and Cuts
6 Regular Graphs
7 Line Graph of a Tree
8 Algebraic Connectivity
9 Distance Matrix of a Tree
10 Resistance Distance
11 Laplacian Eigenvalues of Threshold Graphs
12 Positive Definite Completion Problem
13 Matrix Games Based on Graphs
This book illustrates the power of linear algebra in the study of graphs. The emphasis on matrix techniques is greater than in other texts on algebraic graph theory. Important matrices associated with graphs (for example, incidence, adjacency and Laplacian matrices) are treated in detail. Presenting a useful overview of selected topics in algebraic graph theory, early chapters of the text focus on regular graphs, algebraic connectivity, the distance matrix of a tree, and its generalized version for arbitrary graphs, known as the resistance matrix. Coverage of later topics include Laplacian eigenvalues of threshold graphs, the positive definite completion problem and matrix games based on a graph.
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