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Exploiting hidden structure in matri...
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Benzi, Michele.
Exploiting hidden structure in matrix computationsalgorithms and applications : Cetraro, Italy 2015 /
Record Type:
Electronic resources : Monograph/item
Title/Author:
Exploiting hidden structure in matrix computationsby Michele Benzi ... [et al.] ; edited by Michele Benzi, Valeria Simoncini.
Reminder of title:
algorithms and applications : Cetraro, Italy 2015 /
other author:
Benzi, Michele.
Published:
Cham :Springer International Publishing :2016.
Description:
ix, 406 p. :ill. (some col.), digital ;24 cm.
Contained By:
Springer eBooks
Subject:
MatricesTextbooks.
Online resource:
http://dx.doi.org/10.1007/978-3-319-49887-4
ISBN:
9783319498874$q(electronic bk.)
Exploiting hidden structure in matrix computationsalgorithms and applications : Cetraro, Italy 2015 /
Exploiting hidden structure in matrix computations
algorithms and applications : Cetraro, Italy 2015 /[electronic resource] :by Michele Benzi ... [et al.] ; edited by Michele Benzi, Valeria Simoncini. - Cham :Springer International Publishing :2016. - ix, 406 p. :ill. (some col.), digital ;24 cm. - Lecture notes in mathematics,21730075-8434 ;. - Lecture notes in mathematics ;2035..
Focusing on special matrices and matrices which are in some sense 'near' to structured matrices, this volume covers a broad range of topics of current interest in numerical linear algebra. Exploitation of these less obvious structural properties can be of great importance in the design of efficient numerical methods, for example algorithms for matrices with low-rank block structure, matrices with decay, and structured tensor computations. Applications range from quantum chemistry to queuing theory. Structured matrices arise frequently in applications. Examples include banded and sparse matrices, Toeplitz-type matrices, and matrices with semi-separable or quasi-separable structure, as well as Hamiltonian and symplectic matrices. The associated literature is enormous, and many efficient algorithms have been developed for solving problems involving such matrices. The text arose from a C.I.M.E. course held in Cetraro (Italy) in June 2015 which aimed to present this fast growing field to young researchers, exploiting the expertise of five leading lecturers with different theoretical and application perspectives.
ISBN: 9783319498874$q(electronic bk.)
Standard No.: 10.1007/978-3-319-49887-4doiSubjects--Topical Terms:
439902
Matrices
--Textbooks.
LC Class. No.: QA188
Dewey Class. No.: 512.9434
Exploiting hidden structure in matrix computationsalgorithms and applications : Cetraro, Italy 2015 /
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Focusing on special matrices and matrices which are in some sense 'near' to structured matrices, this volume covers a broad range of topics of current interest in numerical linear algebra. Exploitation of these less obvious structural properties can be of great importance in the design of efficient numerical methods, for example algorithms for matrices with low-rank block structure, matrices with decay, and structured tensor computations. Applications range from quantum chemistry to queuing theory. Structured matrices arise frequently in applications. Examples include banded and sparse matrices, Toeplitz-type matrices, and matrices with semi-separable or quasi-separable structure, as well as Hamiltonian and symplectic matrices. The associated literature is enormous, and many efficient algorithms have been developed for solving problems involving such matrices. The text arose from a C.I.M.E. course held in Cetraro (Italy) in June 2015 which aimed to present this fast growing field to young researchers, exploiting the expertise of five leading lecturers with different theoretical and application perspectives.
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