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SPARSE MATRIX–VECTOR MULTIPLICATION

Rob H. Bisseling

in Parallel Scientific Computation: A Structured Approach using BSP and MPI

Published in print:
2004
Published Online:
September 2007
ISBN:
9780198529392
eISBN:
9780191712869
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198529392.003.0004
Subject:
Mathematics, Applied Mathematics

This chapter introduces irregular algorithms and presents the example of multiplying a sparse matrix with a vector, which is the central operation in iterative solvers for linear systems and ... More


Parallel Scientific Computation: A Structured Approach using BSP and MPI

Rob H. Bisseling

Published in print:
2004
Published Online:
September 2007
ISBN:
9780198529392
eISBN:
9780191712869
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198529392.001.0001
Subject:
Mathematics, Applied Mathematics

This book explains the use of the bulk synchronous parallel (BSP) model and the BSPlib communication library in parallel algorithm design and parallel programming. The main topics treated in the book ... More


Graphical Models and Multivariate Analysis of Microarray Data

Harri Kiiveri

in Probabilistic Graphical Models for Genetics, Genomics, and Postgenomics

Published in print:
2014
Published Online:
December 2014
ISBN:
9780198709022
eISBN:
9780191779619
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198709022.003.0003
Subject:
Mathematics, Probability / Statistics, Biostatistics

The usual analysis of gene expression data ignores the correlation between gene expression values. Biologically, this assumption is unreasonable. The approach presented in this chapter allows for ... More


Direct Methods for Sparse Matrices

I. S. Duff, A. M. Erisman, and J. K. Reid

Published in print:
2017
Published Online:
April 2017
ISBN:
9780198508380
eISBN:
9780191746420
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780198508380.001.0001
Subject:
Mathematics, Numerical Analysis

Direct Methods for Sparse Matrices, second edition, is a complete rewrite of the first edition published 30 years ago. Much has changed since that time. Problems have grown greatly in size and ... More


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