Combinatorial scientific computing
"Foreword the ongoing era of high-performance computing is filled with enormous potential for scientific simulation, but also with daunting challenges. Architectures for high-performance computing may have thousands of processors and complex memory hierarchies paired with a relatively poor inte...
| Other Authors: | , |
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| Format: | Electronic |
| Language: | English |
| Published: |
Boca Raton, Fla. :
CRC Press,
c2012.
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| Series: | Chapman & Hall/CRC computational science series ;
12. |
| Subjects: | |
| Online Access: | Distributed by publisher. Purchase or institutional license may be required for access. |
Table of Contents:
- 1. Combinatorial scientific computing : past successes, current opportunities, future challenges / Bruce Hendrickson and Alex Pothen
- 2. Combinatorial problems in solving linear systems / Iain Duff and Bora Uȧr
- 3. Combinatorial preconditioners / Sivan Toledo and Haim Avron
- 4. A scalable hybrid linear solver based on combinatorial algorithms / Madan Sathe ... [et al.]
- 5. Combinatorial problems in algorithmic differentiation / Uwe Naumann and Andrea Walther
- 6. Combinatorial problems in OpenAD / Jean Utke and Uwe Naumann
- 7. Getting started with ADOL-C / Andrea Walther and Andreas Griewank
- 8. Algorithmic differentiation and nonlinear optimization for an inverse medium problem / Johannes Huber ... [et al.]
- 9. Combinatorial aspects/algorithms in computational fluid dynamics / Rainald Lh̲ner
- 10. Unstructured mesh generation / Jonathan Richard Shewchuk
- 11. 3D Delaunay mesh generation / Klaus Gr̃tner ... [et al.]
- 12. Two-dimensional approaches to sparse matrix partitioning / Rob H. Bisseling ... [et al.]
- 13. Parallel partitioning, coloring, and ordering in scientific computing / E.G. Boman ... [et al.]
- 14. Scotch and PT-Scotch graph partitioning software : an overview / Franȯis Pellegrini
- 15. Massively parallel graph partitioning : a case in human bone simulations / C. Bekas ... [et al.]
- 16. Algorithmic and statistical perspectives on large-scale data analysis / Michael W. Mahoney
- 17. Computational challenges in emerging combinatorial scientific computing applications / David A. Bader and Kamesh Madduri
- 18. Spectral graph theory / Daniel Spielman
- 19. Algorithms for visualizing large networks / Yifan Hu.