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Eigenspaces of Graphs

Eigenspaces of Graphs

Hardcover

Series: Encyclopedia of Mathematics and Its Applications, Book 66

General Mathematics

ISBN10: 0521573521
ISBN13: 9780521573528
Publisher: Cambridge University Press
Published: Jan 9 1997
Pages: 276
Weight: 1.24
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
Graph theory is an important branch of contemporary combinatorial mathematics. By describing recent results in algebraic graph theory and demonstrating how linear algebra can be used to tackle graph-theoretical problems, the authors provide new techniques for specialists in graph theory. The book explains how the spectral theory of finite graphs can be strengthened by exploiting properties of the eigenspaces of adjacency matrices associated with a graph. The extension of spectral techniques proceeds at three levels: using eigenvectors associated with an arbitrary labeling of graph vertices, using geometrical invariants of eigenspaces such as graph angles and main angles, and introducing certain kinds of canonical eigenvectors by means of star partitions and star bases. Current research on these topics is part of a wider effort to forge closer links between algebra and combinatorics. Problems of graph reconstruction and identification are used to illustrate the importance of graph angles and star partitions in relation to graph structure. Specialists in graph theory will welcome this treatment of important new research.

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General Mathematics