Combinatorial Scientific Computing

Combinatorial Scientific Computing

by Naumann, Uwe

Type Book
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Combinatorial Scientific Computing explores the latest research on creating algorithms and software tools to solve key combinatorial problems on large-scale high-performance computing architectures. It includes contributions from international researchers who are pioneers in designing software and applications for high-performance computing systems. The book offers a state-of-the-art overview of the latest research, tool development, and applications. It focuses on load balancing and paralleliz…

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Title Statements

  • Full title :Combinatorial Scientific Computing.

Summary

Combinatorial Scientific Computing explores the latest research on creating algorithms and software tools to solve key combinatorial problems on large-scale high-performance computing architectures. It includes contributions from international researchers who are pioneers in designing software and applications for high-performance computing systems. The book offers a state-of-the-art overview of the latest research, tool development, and applications. It focuses on load balancing and parallelization on high-performance computers, large-scale optimization, algorithmic differentiation of numeric.

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Edition Statements

  • Publication Date:2012.

Publication Statements

  • Publisher(s):CRC Press
  • Place of Publication:Hoboken
  • Language:eng
  • Publication Date:2012.

The Physical Object

  • Description:1 online resource (584 pages).

Edition Identifiers

  • ISBN:9781439827369, 1439827362
  • oclc:ocn785514698
  • LC Classification:QA76.6
  • Dewey Decimal:004.11

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 Ucar -- 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 Lohner -- 10. Unstructured mesh generation / Jonathan Richard Shewchuk -- 11. 3D Delaunay mesh generation / Klaus Gartner. [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 overvi…

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