Graph Algorithms in the Language of Linear Algebra

Name: Graph Algorithms in the Language of Linear Algebra
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 9780898719901
Price: 692.47 RON
Availability: InStock

Autor: Jeremy Kepner

Limbă:

Legare: Copertă tare

Editura: Society for Industrial & Applied Mathematics,U.S.

Disponibilitate: În depozitul extern

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692.47 lei

The field of graph algorithms has become one of the pillars of theoretical computer science, informi...

Informații despre carte

Autor

Jeremy Kepner

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

388

EAN

9780898719901

ISBN

0898719909

Enbook ID

01261519

Editura

Society for Industrial & Applied Mathematics,U.S.

Greutate

Dimensiuni

261 x 183 x 22

Descriere completă

The field of graph algorithms has become one of the pillars of theoretical computer science, informing research in such diverse areas as combinatorial optimization, complexity theory and topology. To improve the computational performance of graph algorithms, researchers have proposed a shift to a parallel computing paradigm. This book addresses the challenges of implementing parallel graph algorithms by exploiting the well-known duality between a canonical representation of graphs as abstract collections of vertices and edges and a sparse adjacency matrix representation. This linear algebraic approach is widely accessible to scientists and engineers who may not be formally trained in computer science. The authors show how to leverage existing parallel matrix computation techniques and the large amount of software infrastructure that exists for these computations to implement efficient and scalable parallel graph algorithms. The benefits of this approach are reduced algorithmic complexity, ease of implementation and improved performance.

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Graph Algorithms in the Language of Linear Algebra

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