Combinatorial Scientific Computing (Hardcover) (組合科學計算)

Uwe Naumann, Olaf Schenk

  • 出版商: CRC
  • 出版日期: 2012-01-25
  • 售價: $5,760
  • 貴賓價: 9.5$5,472
  • 語言: 英文
  • 頁數: 600
  • 裝訂: Hardcover
  • ISBN: 1439827354
  • ISBN-13: 9781439827352
  • 其他版本: Combinatorial Scientific Computing
  • 海外代購書籍(需單獨結帳)

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商品描述

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 numerical simulation code, sparse matrix software tools, and combinatorial challenges and applications in large-scale social networks. The authors unify these seemingly disparate areas through a common set of abstractions and algorithms based on combinatorics, graphs, and hypergraphs.

 

Combinatorial algorithms have long played a crucial enabling role in scientific and engineering computations and their importance continues to grow with the demands of new applications and advanced architectures. By addressing current challenges in the field, this volume sets the stage for the accelerated development and deployment of fundamental enabling technologies in high-performance scientific computing.

商品描述(中文翻譯)

《組合科學計算》探討了在大型高效能計算架構上創建算法和軟體工具以解決關鍵組合問題的最新研究。書中包含來自國際研究者的貢獻,他們是高效能計算系統軟體和應用設計的先驅。

本書提供了最新研究、工具開發和應用的最前沿概述。重點在於高效能計算機上的負載平衡和並行化、大規模優化、數值模擬代碼的算法微分、稀疏矩陣軟體工具,以及在大型社交網絡中的組合挑戰和應用。作者通過基於組合學、圖形和超圖的共同抽象和算法,統一了這些看似不相關的領域。

組合算法在科學和工程計算中長期以來扮演著關鍵的促進角色,隨著新應用和先進架構的需求不斷增長,其重要性也在持續上升。通過解決該領域當前的挑戰,本書為高效能科學計算中基本促進技術的加速發展和部署奠定了基礎。