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Parallel Optimization: Theory, Algorithms, and Applications

Online ISBN:
9780197709368
Print ISBN:
9780195100624
Publisher:
Oxford University Press
Book

Parallel Optimization: Theory, Algorithms, and Applications

Yair Censor
Yair Censor
Department of Mathematics and Computer Science University of Haifa
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Published online:
31 October 2023
Published in print:
8 January 1998
Online ISBN:
9780197709368
Print ISBN:
9780195100624
Publisher:
Oxford University Press

Abstract

This book offers a unique pathway to methods of parallel optimization by introducing parallel computing ideas into both optimization theory and into some numerical algorithms for large-scale optimization problems. The three parts of the book bring together relevant theory, careful study of algorithms, and modeling of significant real world problems such as image reconstruction, radiation therapy treatment planning, financial planning, transportation and multi-commodity network flow problems, planning under uncertainty, and matrix balancing problems.

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