Fundamentals of Algorithms – serie
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19 produkter
Matrix Methods in Data Mining and Pattern Recognition
Av Lars Eldén
Häftad, 2020
865 kr
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This thoroughly revised second edition provides an updated treatment of numerical linear algebra techniques for solving problems in data mining and pattern recognition. Adopting an application-oriented approach, the author introduces matrix theory and decompositions, describes how modern matrix …
Solving Nonlinear Equations with Newton's Method
Av C.T. Kelley
Häftad, 2003
795 kr
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This brief book on Newton’s method is a user-oriented guide to algorithms and implementation. In just over 100 pages, it shows, via algorithms in pseudocode, in MATLAB, and with several examples, how one can choose an appropriate Newton-type method for a given problem, diagnose problems, and write …
Direct Methods for Sparse Linear Systems
Häftad, 2006
1034 kr
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Computational scientists often encounter problems requiring the solution of sparse systems of linear equations. Attacking these problems efficiently requires an in-depth knowledge of the underlying theory, algorithms, and data structures found in sparse matrix software libraries. Here, Davis …
Deblurring Images
Matrices, Spectra, and Filtering
Av Per Christian Hansen, James G. Nagy m. fl.
Häftad, 2006
1006 kr
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When we use a camera, we want the recorded image to be a faithful representation of the scene that we see, but every image is more or less blurry. In image deblurring, the goal is to recover the original, sharp image by using a mathematical model of the blurring process. The key issue is that some …
Introduction to Iterative Toeplitz Solvers
Av Raymond Han-Fu Chan, Xiao-Qing Jin
Häftad, 2007
1020 kr
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Toeplitz systems arise in a variety of applications in mathematics, scientific computing, and engineering, including numerical partial and ordinary differential equations, numerical solutions of convolution-type integral equations, stationary autoregressive time series in statistics, minimal …
FAIR
Flexible Algorithms for Image Registration
Häftad, 2009
1051 kr
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Whenever images taken at different times, from different viewpoints, and/or by different sensors need to be compared, merged, or integrated, image registration is required. Registration, also known as alignment, fusion, or warping, is the process of transforming data into a common reference …
Discrete Inverse Problems
Insight and Algorithms
Häftad, 2010
964 kr
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Inverse problems arise when we reconstruct a sharper image from a blurred one or reconstruct the underground mass density from measurements of the gravity above the ground. When we solve an inverse problem, we compute the source that gives rise to some observed data using a mathematical model for …
Numerical Solution of Algebraic Riccati Equations
Av Dario A. Bini, Bruno Iannazzo m. fl.
Häftad, 2012
990 kr
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This concise and comprehensive treatment of the basic theory of algebraic Riccati equations describes the classical as well as the more advanced algorithms for their solution in a manner that is accessible to both practitioners and scholars. It is the first book in which nonsymmetric algebraic …
Data Assimilation
Methods, Algorithms, and Applications
Av Mark Asch, Marc Bocquet m. fl.
Häftad, 2017
1131 kr
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Data assimilation is an approach that combines observations and model output, with the objective of improving the latter. This book places data assimilation into the broader context of inverse problems and the theory, methods, and algorithms that are used for their solution. It provides a framework …
Numerical Analysis of Partial Differential Equations Using Maple and MATLAB
Av Martin J. Gander, Felix Kwok
Häftad, 2018
822 kr
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This book provides an elementary yet comprehensive introduction to the numerical solution of partial differential equations (PDEs). Used to model important phenomena, such as the heating of apartments and the behavior of electromagnetic waves, these equations have applications in engineering and …
Core-Chasing Algorithms for the Eigenvalue Problem
Av Jared L. Aurentz, Thomas Mach m. fl.
Häftad, 2018
822 kr
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Eigenvalue computations are ubiquitous in science and engineering. John Francis’s implicitly shifted QR algorithm has been the method of choice for small to medium sized eigenvalue problems since its invention in 1959. This book presents a new view of this classical algorithm. While Francis’s …
Structure-Preserving Doubling Algorithms for Nonlinear Matrix Equations
Av Tsung-Ming Huang, Ren-Cang Li m. fl.
Häftad, 2018
780 kr
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Nonlinear matrix equations arise frequently in applied science and engineering. This is the first book to provide a unified treatment of structure-preserving doubling algorithms, which have been recently studied and proven effective for notoriously challenging problems, such as fluid queue theory …
Riemann Problems and Jupyter Solutions
Av David I. Ketcheson, Randall J. LeVeque m. fl.
Häftad, 2020
751 kr
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This book addresses an important class of mathematical problems (the Riemann problem) for first-order hyperbolic partial differential equations (PDEs), which arise when modeling wave propagation in applications such as fluid dynamics, traffic flow, acoustics, and elasticity.It covers the …
Computed Tomography
Algorithms, Insight, and Just Enough Theory
Av Per Christian Hansen, Jakob Sauer Jørgensen m. fl.
Häftad, 2021
1076 kr
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In Computed Tomography: Algorithms, Insight, and Just Enough Theory, readers will learn about the fundamental computational methods used for image reconstruction in computed tomography (CT). Unique in its emphasis on the interplay of modeling, computing, and algorithm development, the book presents …
Iterative Methods and Preconditioners for Systems of Linear Equations
Av Gabriele Ciaramella, Martin J. Gander
Häftad, 2022
962 kr
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Iterative methods use successive approximations to obtain more accurate solutions. Iterative Methods and Preconditioners for Systems of Linear Equationspresents historical background,derives complete convergence estimates for all methods, illustrates and provides Matlab codes for all methods, and …
Solving Nonlinear Equations with Iterative Methods
Solvers and Examples in Julia
Av C. T. Kelley
Häftad, 2022
1018 kr
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This user-oriented guide describes state-of-the-art methods for nonlinear equations and shows, via algorithms in pseudocode and Julia with several examples, how to choose an appropriate iterative method for a given problem and write an efficient solver or apply one written by others.A sequel to the …
Alternating Projection Methods
Av René Escalante, Marcos Raydan
Häftad, 2011
865 kr
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This book describes and analyzes all available alternating projection methods for solving the general problem of finding a point in the intersection of several given sets belonging to a Hilbert space. For each method the authors describe and analyze convergence, speed of convergence, acceleration …
Practical Augmented Lagrangian Methods for Constrained Optimization
Häftad, 2014
906 kr
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This book focuses on Augmented Lagrangian techniques for solving practical constrained optimization problems. The authors rigorously delineate mathematical convergence theory based on sequential optimality conditions and novel constraint qualifications. They also orient the book to practitioners by …
Location Estimation from the Ground Up
Av Sivan Toledo
Häftad, 2020
851 kr
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The location of an object can often be determined from indirect measurements using a process called estimation. This book explains the mathematical formulation of location-estimation problems and the statistical properties of these mathematical models. It also presents algorithms that are used to …
