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Graph algorithms in the language of linear algebra

Author: Jeremy V Kepner; J R Gilbert
Publisher: Philadelphia : Society for Industrial and Applied Mathematics, ©2011.
Series: Software, environments, tools.
Edition/Format:   Print book : EnglishView all editions and formats

The first book to cover graph algorithms that is accessible to engineers and scientists not trained in computer science but having a strong linear algebra background, enabling them to quickly  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Jeremy V Kepner; J R Gilbert
ISBN: 9780898719901 0898719909
OCLC Number: 704556857
Description: xxvii, 361 pages : illustrations (some color) ; 27 cm.
Contents: Algorithms. Graphs and matrices / J. Kepner --
Linear algebraic notation and definitions / E. Robinson, J. Kepner, and J. Gilbert --
Connected components and minimum paths / C.M. Rader --
Some graph algorithms in an array-based language / V.B. Shah, J. Gilbert, and S. Reinhardt --
Fundamental graph algorithms / J.T. Fineman and E. Robinson --
Complex graph algorithms / E. Robinson --
Multilinear algebra for analyzing data with multiple linkages / D. Dunlavy, T. Kolda, and W.P. Kegelmeyer --
Subgraph detection / J. Kepner --
Data. Kronecker graphs / J. Leskovec --
The Kronecker theory of power law graphs / J. Kepner --
Visualizing large Kronecker graphs / H. Nguyen, J. Kepner, and A. Edelman --
Computation. Large-scale network analysis / D.A. Bader, C. Heitsch, and K. Madduri --
Implementing sparse matrices for graph algorithms / A. Buluç, J. Gilbert, and V.B. Shah --
New ideas in sparse matrix matrix multiplication / A. Buluç and J. Gilbert --
Parallel mapping of sparse computations / E. Robinson, N. Bliss, and S. Mohindra --
Fundamental questions in the analysis of large graphs / J. Kepner [and others].
Series Title: Software, environments, tools.
Responsibility: Jeremy Kepner, John Gilbert.
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