Review Matrix Algorithms - Volume 1 Basic Decompositions

Research output: Chapter in Book/Report/Conference proceedingAnnotation

Abstract

This thorough, concise, and superbly written volume is the first in a self-contained five-volume series devoted to matrix algorithms. It focuses on the computation of matrix decompositions - the factorization of matrices into products of similar ones. The first two chapters provide the required background from mathematics and computer science needed to work effectively in matrix computations. The remaining chapters are devoted to the computation and applications of the LU and QR decompositions. The series is aimed at the nonspecialist who needs more than black-box proficiency with matrix computations. A certain knowledge of elementary analysis and linear algebra is assumed, as well as a reasonable amount of programming experience. The guiding principle, that if something is worth explaining, it is worth explaining fully, has necessarily restricted the scope of the series, but the selection of topics should give the reader a sound basis for further study.
Original languageEnglish
Title of host publicationMatrix Algorithms - Volume 1 Basic Decompositions
Place of PublicationPhiladelphia, PA
PublisherSIAM
ISBN (Print)0-89871-414-1
Publication statusPublished - Aug 1998

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