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Parallel Optimization: Theory, Algorithms, and Applications Book

Parallel Optimization: Theory, Algorithms, and Applications
Parallel Optimization: Theory, Algorithms, and Applications, 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 togethe, Parallel Optimization: Theory, Algorithms, and Applications has a rating of 3 stars
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Parallel Optimization: Theory, Algorithms, and Applications, 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 togethe, Parallel Optimization: Theory, Algorithms, and Applications
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  • Parallel Optimization: Theory, Algorithms, and Applications
  • Written by author Yair Al Censor
  • Published by Oxford University Press, USA, January 1998
  • 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 togethe
  • 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 togethe
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Authors

Foreword, George B. Dantzig
Preface Acknowledgments Glossary of Symbols
1. Introduction
PART I. THEORY
2. Generalized Distances and Generalized Projections
3. Proximal Minimization with D-Functions
4. Penalty Methods, Barrier Methods and Augmented Lagrangians
PART II. ALGORITHMS
5. Iterative Methods for Convex Feasibility Problems
6. Iterative Algorithms for Linearly Constrained Optimization Problems
7. Model Decomposition Algorithms
8. Decompositions in Interior Point Algorithms
PART III. APPLICATIONS
9. Matrix Estimation Problems
10. Image Reconstruction from Projections
11. The Inverse Problem in Radiation Therapy Treatment Planning
12. Multicommodity Network Flow Problems
13. Planning Under Uncertainty
14. Decompositions for Parallel Computing
15. Numerical Investigations


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Parallel Optimization: Theory, Algorithms, and Applications, 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 togethe, Parallel Optimization: Theory, Algorithms, and Applications

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Parallel Optimization: Theory, Algorithms, and Applications, 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 togethe, Parallel Optimization: Theory, Algorithms, and Applications

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Parallel Optimization: Theory, Algorithms, and Applications, 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 togethe, Parallel Optimization: Theory, Algorithms, and Applications

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