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Hildenbrand, Dietmar.
Foundations of Geometric Algebra Computing [electronic resource] / by Dietmar Hildenbrand. - XXVII, 196 p. 99 illus. online resource. - Geometry and Computing, 8 1866-6795 ; .
Chap. 1 Introduction -- Chap. 2 Mathematical Introduction -- Chap. 3 The Conformal Geometric Algebra -- Chap. 4 Maple and the Identification of Quaternions and Other Algebras -- Chap. 5 Fitting of Planes or Spheres into Point Sets -- Chap. 6 Geometric Algebra Tutorial Using CLUCalc -- Chap. 7 Inverse Kinematics of a Simple Robot -- Chap. 8 Robot Grasping an Object -- Chap. 9 Efficient Computer Animation Application in CGA -- Chap. 10 Using Gaalop for Performant Geometric Algebra Computing -- Chap. 11 Collision Detection Using the Gaalop Precompiler -- Chap. 12 Gaalop Precompiler for GPGPUs -- Chap. 13 Molecular Dynamics Using Gaalop GPC for OpenCL -- Chap. 14 Geometric Algebra Computers.
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.
9783642317941
Computer science.
Computer vision.
Geometry.
Engineering mathematics.
Computer Science.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Geometry.
Appl.Mathematics/Computational Methods of Engineering.
T385 TA1637-1638 TK7882.P3
006.6
Foundations of Geometric Algebra Computing [electronic resource] / by Dietmar Hildenbrand. - XXVII, 196 p. 99 illus. online resource. - Geometry and Computing, 8 1866-6795 ; .
Chap. 1 Introduction -- Chap. 2 Mathematical Introduction -- Chap. 3 The Conformal Geometric Algebra -- Chap. 4 Maple and the Identification of Quaternions and Other Algebras -- Chap. 5 Fitting of Planes or Spheres into Point Sets -- Chap. 6 Geometric Algebra Tutorial Using CLUCalc -- Chap. 7 Inverse Kinematics of a Simple Robot -- Chap. 8 Robot Grasping an Object -- Chap. 9 Efficient Computer Animation Application in CGA -- Chap. 10 Using Gaalop for Performant Geometric Algebra Computing -- Chap. 11 Collision Detection Using the Gaalop Precompiler -- Chap. 12 Gaalop Precompiler for GPGPUs -- Chap. 13 Molecular Dynamics Using Gaalop GPC for OpenCL -- Chap. 14 Geometric Algebra Computers.
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.
9783642317941
Computer science.
Computer vision.
Geometry.
Engineering mathematics.
Computer Science.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Geometry.
Appl.Mathematics/Computational Methods of Engineering.
T385 TA1637-1638 TK7882.P3
006.6