Large-Scale Simulation: Models, Algorithms, and Applications
暫譯: 大規模模擬：模型、演算法與應用

Chen, Dan, Wang, Lizhe, Chen, Jingying

Large-Scale Simulation: Models, Algorithms, and Applications
  • 出版商: CRC
  • 出版日期: 2017-03-29
  • 售價: $3,630
  • 貴賓價: 9.5 折 $3,449
  • 語言: 英文
  • 頁數: 259
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1138071978
  • ISBN-13: 9781138071971
  • 相關分類: Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

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商品描述

Large-Scale Simulation: Models, Algorithms, and Applications gives you firsthand insight on the latest advances in large-scale simulation techniques. Most of the research results are drawn from the authors' papers in top-tier, peer-reviewed, scientific conference proceedings and journals.

The first part of the book presents the fundamentals of large-scale simulation, including high-level architecture and runtime infrastructure. The second part covers middleware and software architecture for large-scale simulations, such as decoupled federate architecture, fault tolerant mechanisms, grid-enabled simulation, and federation communities. In the third part, the authors explore mechanisms--such as simulation cloning methods and algorithms--that support quick evaluation of alternative scenarios. The final part describes how distributed computing technologies and many-core architecture are used to study social phenomena.

Reflecting the latest research in the field, this book guides you in using and further researching advanced models and algorithms for large-scale distributed simulation. These simulation tools will help you gain insight into large-scale systems across many disciplines.

商品描述(中文翻譯)

《大型模擬：模型、演算法與應用》讓您深入了解大型模擬技術的最新進展。大多數研究結果來自作者在頂尖、經過同行評審的科學會議論文和期刊中的論文。

本書的第一部分介紹大型模擬的基本原理，包括高層架構和執行時基礎設施。第二部分涵蓋大型模擬的中介軟體和軟體架構，例如解耦聯邦架構、容錯機制、網格啟用模擬和聯邦社群。在第三部分，作者探討支持快速評估替代情境的機制，例如模擬克隆方法和演算法。最後一部分描述如何利用分散式計算技術和多核心架構來研究社會現象。

本書反映了該領域的最新研究，指導您使用和進一步研究大型分散式模擬的先進模型和演算法。這些模擬工具將幫助您深入了解各個學科中的大型系統。

作者簡介

Dan Chen is a professor and director of the Scientific Computing Lab at the China University of Geosciences. His research interests include computer-based modeling and simulation, high performance computing, and neuroinformatics.

Lizhe Wang is a professor at the Center for Earth Observation and Digital Earth, Chinese Academy of Sciences. Dr. Wang is also a "ChuTian Scholar" Chair Professor at the China University of Geosciences, a senior member of IEEE, and a member of ACM. His research interests include high performance computing, grid/cloud computing, and data-intensive computing.

Jingying Chen is a professor in the National Engineering Centre for e-Learning at Huazhong Normal University. Her research interests include intelligent systems, computer vision, and pattern recognition.

作者簡介(中文翻譯)

陳丹是中國地質大學科學計算實驗室的教授及主任。他的研究興趣包括基於計算機的建模與模擬、高效能計算以及神經資訊學。

王立哲是中國科學院地球觀測與數位地球中心的教授。王博士同時也是中國地質大學的「楚天學者」講座教授，IEEE的資深會員，以及ACM的會員。他的研究興趣包括高效能計算、網格/雲計算以及數據密集型計算。

陳靜瑩是華中師範大學國家工程電子學習中心的教授。她的研究興趣包括智能系統、計算機視覺以及模式識別。

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