Linear Algebra and Matrix Computations With MATLAB, Dingyu Xue

Автор: John Staples; Peter Eades; Naoki Katoh; Alistair M
Название: Algorithms and Computations
ISBN: 3540605738 ISBN-13(EAN): 9783540605737
Издательство: Springer
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Цена: 83850.00 T
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Описание: The papers in this text address aspects of research and advanced applications of algorithms and computations. Topics covered include graph theory and graph algorithms, computational geometry, computational logics, searching and sorting, approximation and optimization, and algebraic manipulation.

Автор: Bjorck, Ake
Название: Numerical methods in matrix computations
ISBN: 3319050885 ISBN-13(EAN): 9783319050881
Издательство: Springer
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Цена: 79190.00 T
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Описание: Numerical Methods in Matrix Computations

Автор: Efstratios Gallopoulos; Bernard Philippe; Ahmed H.
Название: Parallelism in Matrix Computations
ISBN: 9402403175 ISBN-13(EAN): 9789402403176
Издательство: Springer
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Цена: 87060.00 T
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Описание:

This book is primarily intended as a research monograph that could also be used in graduate courses for the design of parallel algorithms in matrix computations.

It assumes general but not extensive knowledge of numerical linear algebra, parallel architectures, and parallel programming paradigms.

The book consists of four parts: (I) Basics; (II) Dense and Special Matrix Computations; (III) Sparse Matrix Computations; and (IV) Matrix functions and characteristics. Part I deals with parallel programming paradigms and fundamental kernels, including reordering schemes for sparse matrices. Part II is devoted to dense matrix computations such as parallel algorithms for solving linear systems, linear least squares, the symmetric algebraic eigenvalue problem, and the singular-value decomposition. It also deals with the development of parallel algorithms for special linear systems such as banded, Vandermonde, Toeplitz, and block Toeplitz systems. Part III addresses sparse matrix computations: (a) the development of parallel iterative linear system solvers with emphasis on scalable preconditioners, (b) parallel schemes for obtaining a few of the extreme eigenpairs or those contained in a given interval in the spectrum of a standard or generalized symmetric eigenvalue problem, and (c) parallel methods for computing a few of the extreme singular triplets. Part IV focuses on the development of parallel algorithms for matrix functions and special characteristics such as the matrix pseudospectrum and the determinant. The book also reviews the theoretical and practical background necessary when designing these algorithms and includes an extensive bibliography that will be useful to researchers and students alike.

The book brings together many existing algorithms for the fundamental matrix computations that have a proven track record of efficient implementation in terms of data locality and data transfer on state-of-the-art systems, as well as several algorithms that are presented for the first time, focusing on the opportunities for parallelism and algorithm robustness.

Автор: William J. Stewart
Название: Computations with Markov Chains
ISBN: 1461359430 ISBN-13(EAN): 9781461359432
Издательство: Springer
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Цена: 139750.00 T
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Описание: Proceedings of the 2nd International Workshop on the Numerical Solution of Markov Chains

Автор: Xiu, Dongbin
Название: Numerical methods for stochastic computations
ISBN: 0691142122 ISBN-13(EAN): 9780691142128
Издательство: Wiley
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Цена: 63360.00 T
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Описание: Focusing on fundamental aspects of numerical methods for stochastic computations, this book describes the class of numerical methods based on generalized polynomial chaos (gPC). It illustrates through examples Basic gPC methods, and includes polynomial approximation theory and probability theory.

Автор: Langtangen, Hans Petter
Название: Programming for computations - matlab/octave
ISBN: 3319324519 ISBN-13(EAN): 9783319324517
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book presents computer programming as a key method for solving mathematical problems. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students.

Автор: ?ke Bj?rck
Название: Numerical Methods in Matrix Computations
ISBN: 3319356143 ISBN-13(EAN): 9783319356143
Издательство: Springer
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Цена: 74530.00 T
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Описание: This book offers a comprehensive and up-to-date treatment of modern methods in matrix computation. It uses a unified approach to direct and iterative methods for linear systems, least squares and eigenvalue problems.

Автор: Olga Moreira
Название: Fundamentals of Matrix Computations
ISBN: 1774071444 ISBN-13(EAN): 9781774071441
Издательство: Mare Nostrum (Eurospan)
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Цена: 137940.00 T
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Описание: Fundamentals of Matrix Computations deals with the concept of matrix computations, a technique of singular value homogenization and its application in medical therapy. It consists of modern iterative methods to generalize the issues associated with singular-value homogenization. It provides the reader with the understanding of matrix computations and preconditioning technique of singular value homogenization so as to analyze its potential applications in the field of medical therapy and the use of efficient numerical methods so as to solve the problems linked with nonlinear singular boundary value by using improved differential transform method. This book also discusses about blind distributed estimation algorithms for adaptive networks, a dft-based approximate eigenvalue and singular value decomposition of polynomial matrices, sparse signal subspace decomposition based on adaptive over-complete dictionary, lower bounds for the low-rank matrix approximation and a semi-smoothing augmented lagrange multiplier algorithm for low-rank toeplitz matrix completion.

Автор: Thomas F. Coleman, Charles Van Loan
Название: Handbook for Matrix Computations
ISBN: 0898712270 ISBN-13(EAN): 9780898712278
Издательство: Mare Nostrum (Eurospan)
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Цена: 60190.00 T
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Описание: Provides the user with a step by step introduction to Fortran 77, BLAS, LINPACK, and MATLAB. It is a reference that spans several levels of practical matrix computations with a strong emphasis on examples and ""hands on"" experience.

Автор: Volodymyr Kindratenko
Название: Numerical Computations with GPUs
ISBN: 3319379941 ISBN-13(EAN): 9783319379944
Издательство: Springer
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Цена: 88500.00 T
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Описание: This book brings together research on numerical methods adapted for Graphics Processing Units (GPUs). This book also serves as a GPU implementation manual for many numerical algorithms, sharing tips on GPUs that can increase application efficiency.

Автор: R. Baker Kearfott; V. Kreinovich
Название: Applications of Interval Computations
ISBN: 0792338472 ISBN-13(EAN): 9780792338475
Издательство: Springer
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Цена: 222670.00 T
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Описание: This text contains primarily survey articles of actual industrial applications of numerical analysis with automatic result verification and of interval representation of data. Underlying topics include branch and bound algorithms for global optimization, and constraint propagation.

Автор: Jack Dongarra; Kaj Madsen; Jerzy Wasniewski
Название: Applied Parallel Computing. Computations in Physics, Chemistry and Engineering Science
ISBN: 3540609024 ISBN-13(EAN): 9783540609025
Издательство: Springer
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Цена: 93160.00 T
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Описание: Presenting the proceedings of this international workshop, this text discusses the co-operation of different scientific communities in computational science, concentrating especially on many widely-used numerical algorithms and their applications on parallel computers.