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SIAM Journal on Matrix Analysis and Applications
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SIAM Journal on Matrix Analysis and Applications
Article . 1992 . Peer-reviewed
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Article . 1992
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https://dx.doi.org/10.1137/061...
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Sparse Matrices in MATLAB: Design and Implementation

Sparse matrices in MATLAB: Design and implementation
descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 1992 English Publisher:Society for Industrial & Applied Mathematics (SIAM)Journal:SIAM Journal on Matrix Analysis and Applications, volume 13, pages 333-356 (issn: 0895-4798, eissn: 1095-7162, Copyright policy )
Authors: John R. Gilbert; Cleve Moler; Robert Schreiber;

doi: 10.1137/0613024

Sparse Matrices in MATLAB: Design and Implementation

Abstract

MATLAB is an interactive environment and programming language for numerical computation. This paper describes the addition of sparse matrix storage and operations to MATLAB. This has not added any new functionality but has made existing programs more efficient in terms of storage and time. The authors concentrate on elementary sparse matrix operations, such as addition and multiplication, and on direct methods for solving sparse linear systems. A variety of examples showing the advantages of the new enhancement are given.

Related Organizations
Keywords

sparse matrix, MATLAB, Theory of programming languages, matrix multiplication, Direct numerical methods for linear systems and matrix inversion, mathematical software, direct methods, Computational methods for sparse matrices, Graph theory (including graph drawing) in computer science, Software, source code, etc. for problems pertaining to linear algebra, sparse linear systems, matrix addition

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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 383
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Top 0.1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
383
Top 1%
Top 0.1%
Top 10%
bronze