Author : Jacques Mohcine Bahi
Publisher : CRC Press
Page : 237 pages
File Size : 20,16 MB
Release : 2007-11-28
Category : Computers
ISBN : 1584888091
Focusing on grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and practical aspects of parallel numerical algorithms. Each chapter contains a theoretical discussion of the topic, an algorithmic section that fully details implementation examples and specific algorithms, and an evaluation of the advantages and dr
Author : Anthony Louis Almudevar
Publisher : CRC Press
Page : 374 pages
File Size : 44,92 MB
Release : 2014-02-18
Category : Computers
ISBN : 0415621542
Iterative algorithms often rely on approximate evaluation techniques, which may include statistical estimation, computer simulation or functional approximation. This volume presents methods for the study of approximate iterative algorithms, providing tools for the derivation of error bounds and convergence rates, and for the optimal design of such algorithms. Techniques of functional analysis are used to derive analytical relationships between approximation methods and convergence properties for general classes of algorithms. This work provides the necessary background in functional analysis and probability theory. Extensive applications to Markov decision processes are presented. This volume is intended for mathematicians, engineers and computer scientists, who work on learning processes in numerical analysis and are involved with optimization, optimal control, decision analysis and machine learning.
Author : Lap Chi Lau
Publisher : Cambridge University Press
Page : 255 pages
File Size : 17,62 MB
Release : 2011-04-18
Category : Computers
ISBN : 1139499394
With the advent of approximation algorithms for NP-hard combinatorial optimization problems, several techniques from exact optimization such as the primal-dual method have proven their staying power and versatility. This book describes a simple and powerful method that is iterative in essence and similarly useful in a variety of settings for exact and approximate optimization. The authors highlight the commonality and uses of this method to prove a variety of classical polyhedral results on matchings, trees, matroids and flows. The presentation style is elementary enough to be accessible to anyone with exposure to basic linear algebra and graph theory, making the book suitable for introductory courses in combinatorial optimization at the upper undergraduate and beginning graduate levels. Discussions of advanced applications illustrate their potential for future application in research in approximation algorithms.
Author : Yousef Saad
Publisher : SIAM
Page : 537 pages
File Size : 17,95 MB
Release : 2003-04-01
Category : Mathematics
ISBN : 0898715342
Mathematics of Computing -- General.
Author : Louis A. Hageman
Publisher : Elsevier
Page : 409 pages
File Size : 25,86 MB
Release : 2014-06-28
Category : Mathematics
ISBN : 1483294374
Applied Iterative Methods
Author : Sadiq M. Sait
Publisher : Wiley-IEEE Computer Society Press
Page : 418 pages
File Size : 12,39 MB
Release : 1999
Category : Computers
ISBN :
The book includes an introduction to fuzzy logic and its application in the formulation of multi-objective optimization problems, a discussion on hybrid techniques that combine features of heuristics, a survey of recent research work, and examples that illustrate required mathematical concepts."--BOOK JACKET.
Author : Mietek A. Brdys
Publisher : Imperial College Press
Page : 388 pages
File Size : 48,79 MB
Release : 2005
Category : Mathematics
ISBN : 1860947247
The book presents basic structures, concepts and algorithms in the area of multilayer optimizing control of industrial systems, as well as the results of the research that was carried out by the authors over the last two decades. The methodologies and control algorithms are thoroughly illustrated by numerous simulation examples. Also, the applications to several case study examples are presented. These include ethylene distillation column, vaporizer pilot scale plant, styrene distillation line consisting of three columns and industrial furnace pilot scale plant. A temporal decomposition is applied to the Integrated Wastewater System case study to derive multilayer dynamic optimizing controller with repetitive robust model predictive control mechanism distributed over the layers operating in different time scales.
Author : Charles L. Byrne
Publisher : A K Peters/CRC Press
Page : 408 pages
File Size : 16,78 MB
Release : 2008
Category : Mathematics
ISBN :
This book is a collection of essays on iterative algorithms and their uses. It focuses on the mathematics of medical image reconstruction, with emphasis on Fourier inversion. The book discusses the problems and algorithms in the context of operators on finite-dimensional Euclidean space.
Author : Richard S Varga
Publisher : Springer Science & Business Media
Page : 363 pages
File Size : 50,1 MB
Release : 2009-12-05
Category : Mathematics
ISBN : 3642051561
This book is a revised version of the first edition, regarded as a classic in its field. In some places, newer research results have been incorporated in the revision, and in other places, new material has been added to the chapters in the form of additional up-to-date references and some recent theorems to give readers some new directions to pursue.
Author : Raymond Hon-Fu Chan
Publisher : SIAM
Page : 123 pages
File Size : 48,31 MB
Release : 2007-01-01
Category : Mathematics
ISBN : 9780898718850
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 realization problems in control theory, system identification problems in signal processing, and image restoration problems in image processing.
