Parallel Optimization : Theory, Algorithms and Applications
Book Details
Format
Hardback or Cased Book
Book Series
Numerical Mathematics and Scientific Computation
ISBN-10
019510062X
ISBN-13
9780195100624
Publisher
Oxford University Press Inc
Imprint
Oxford University Press Inc
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Mar 12th, 1998
Print length
576 Pages
Weight
836 grams
Dimensions
15.70 x 23.40 x 3.10 cms
Product Classification:
Applied mathematicsParallel processing
Ksh 45,900.00
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This text provides an introduction to the methods of parallel optimization by introducing parallel computing ideas and techniques into both optimization theory and numerical algorithms for large-scale optimization problems.
This book offers a unique pathway to methods of parallel optimization by introducing parallel computing ideas and techniques into both optimization theory, and into some numerical algorithms for large-scale optimization problems. The presentation is based on the recent understanding that rigorous mathematical analysis of algorithms, parallel computing techniques, and "hands-on" experimental work on real-world problems must go hand in hand in order to achieve the greatest advantage from novel parallel computing architectures. The three parts of the book thus bring together relevant theory, careful study of algorithms, and modelling of significant real world problems. The problem domains include: image reconstruction, radiation therapy treatment planning, transportation problems, portfolilo management, and matrix estimation. This text can be used both as a reference for researchers and as a text for advanced graduate courses.
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