Foundations of Geometric Algebra Computing (Geometry and Computing)
暫譯: 幾何代數計算基礎 (幾何與計算)

Dietmar Hildenbrand

  • 出版商: Springer
  • 出版日期: 2015-01-29
  • 售價: $2,450
  • 貴賓價: 9.5$2,328
  • 語言: 英文
  • 頁數: 224
  • 裝訂: Paperback
  • ISBN: 3642445721
  • ISBN-13: 9783642445729
  • 海外代購書籍(需單獨結帳)

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商品描述

The author defines “Geometric Algebra Computing” as the geometrically intuitive development of algorithms using geometric algebra with a focus on their efficient implementation, and the goal of this book is to lay the foundations for the widespread use of geometric algebra as a powerful, intuitive mathematical language for engineering applications in academia and industry. The related technology is driven by the invention of conformal geometric algebra as a 5D extension of the 4D projective geometric algebra and by the recent progress in parallel processing, and with the specific conformal geometric algebra there is a growing community in recent years applying geometric algebra to applications in computer vision, computer graphics, and robotics.

This book is organized into three parts: in Part I the author focuses on the mathematical foundations; in Part II he explains the interactive handling of geometric algebra; and in Part III he deals with computing technology for high-performance implementations based on geometric algebra as a domain-specific language in standard programming languages such as C++ and OpenCL. The book is written in a tutorial style and readers should gain experience with the associated freely available software packages and applications.

The book is suitable for students, engineers, and researchers in computer science, computational engineering, and mathematics.

商品描述(中文翻譯)

作者將「幾何代數計算」定義為使用幾何代數進行算法的幾何直觀開發,重點在於其高效實現。本書的目標是為幾何代數作為一種強大且直觀的數學語言在學術界和工業界的廣泛應用奠定基礎。相關技術受到共形幾何代數的發明推動,這是一種4D投影幾何代數的5D擴展,並且最近在平行處理方面取得了進展。隨著特定的共形幾何代數的發展,近年來有越來越多的社群將幾何代數應用於計算機視覺、計算機圖形學和機器人技術等應用領域。

本書分為三個部分:第一部分,作者專注於數學基礎;第二部分,他解釋了幾何代數的互動處理;第三部分,他探討了基於幾何代數的高性能實現的計算技術,作為標準編程語言(如C++和OpenCL)中的領域特定語言。本書採用教程風格撰寫,讀者應該能夠獲得與相關的免費軟體包和應用程式的經驗。

本書適合計算機科學、計算工程和數學領域的學生、工程師和研究人員。