Geometric Computing with Clifford Algebras

Geometric Computing with Clifford Algebras
Title Geometric Computing with Clifford Algebras PDF eBook
Author Gerald Sommer
Publisher Springer Science & Business Media
Total Pages 559
Release 2013-06-29
Genre Computers
ISBN 3662046210

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This monograph-like anthology introduces the concepts and framework of Clifford algebra. It provides a rich source of examples of how to work with this formalism. Clifford or geometric algebra shows strong unifying aspects and turned out in the 1960s to be a most adequate formalism for describing different geometry-related algebraic systems as specializations of one "mother algebra" in various subfields of physics and engineering. Recent work shows that Clifford algebra provides a universal and powerful algebraic framework for an elegant and coherent representation of various problems occurring in computer science, signal processing, neural computing, image processing, pattern recognition, computer vision, and robotics.

Geometric Algebra Computing

Geometric Algebra Computing
Title Geometric Algebra Computing PDF eBook
Author Eduardo Bayro-Corrochano
Publisher Springer Science & Business Media
Total Pages 527
Release 2010-05-19
Genre Computers
ISBN 1849961085

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This useful text offers new insights and solutions for the development of theorems, algorithms and advanced methods for real-time applications across a range of disciplines. Its accessible style is enhanced by examples, figures and experimental analysis.

Foundations of Geometric Algebra Computing

Foundations of Geometric Algebra Computing
Title Foundations of Geometric Algebra Computing PDF eBook
Author Dietmar Hildenbrand
Publisher Springer Science & Business Media
Total Pages 217
Release 2012-12-31
Genre Computers
ISBN 3642317944

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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.

Geometric Computing

Geometric Computing
Title Geometric Computing PDF eBook
Author
Publisher Springer
Total Pages 652
Release 2011-07-11
Genre
ISBN 9781848829305

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Geometric Algebra with Applications in Science and Engineering

Geometric Algebra with Applications in Science and Engineering
Title Geometric Algebra with Applications in Science and Engineering PDF eBook
Author Eduardo Bayro Corrochano
Publisher Springer Science & Business Media
Total Pages 632
Release 2001-04-20
Genre Mathematics
ISBN 9780817641993

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The goal of this book is to present a unified mathematical treatment of diverse problems in mathematics, physics, computer science, and engineer ing using geometric algebra. Geometric algebra was invented by William Kingdon Clifford in 1878 as a unification and generalization of the works of Grassmann and Hamilton, which came more than a quarter of a century before. Whereas the algebras of Clifford and Grassmann are well known in advanced mathematics and physics, they have never made an impact in elementary textbooks where the vector algebra of Gibbs-Heaviside still predominates. The approach to Clifford algebra adopted in most of the ar ticles here was pioneered in the 1960s by David Hestenes. Later, together with Garret Sobczyk, he developed it into a unified language for math ematics and physics. Sobczyk first learned about the power of geometric algebra in classes in electrodynamics and relativity taught by Hestenes at Arizona State University from 1966 to 1967. He still vividly remembers a feeling of disbelief that the fundamental geometric product of vectors could have been left out of his undergraduate mathematics education. Geometric algebra provides a rich, general mathematical framework for the develop ment of multilinear algebra, projective and affine geometry, calculus on a manifold, the representation of Lie groups and Lie algebras, the use of the horosphere and many other areas. This book is addressed to a broad audience of applied mathematicians, physicists, computer scientists, and engineers.

Geometric Computing for Perception Action Systems

Geometric Computing for Perception Action Systems
Title Geometric Computing for Perception Action Systems PDF eBook
Author Eduardo Bayro Corrochano
Publisher Springer Science & Business Media
Total Pages 248
Release 2011-06-27
Genre Computers
ISBN 1461301777

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After an introduction to geometric algebra, and the necessary math concepts that are needed, the book examines a variety of applications in the field of cognitive systems using geometric algebra as the mathematical system. There is strong evidence that geobetric albegra can be used to carry out efficient computations at all levels in the cognitive system. Geometric algebra reduces the complexity of algebraic expressions and as a result, it improves algorithms both in speed and accuracy. The book is addressed to a broad audience of computer scientists, cyberneticists, and engineers. It contains computer programs to clarify and demonstrate the importance of geometric algebra in cognitive systems.

Clifford Algebras with Numeric and Symbolic Computations

Clifford Algebras with Numeric and Symbolic Computations
Title Clifford Algebras with Numeric and Symbolic Computations PDF eBook
Author Rafal Ablamowicz
Publisher Springer Science & Business Media
Total Pages 328
Release 2012-12-06
Genre Mathematics
ISBN 1461581575

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This edited survey book consists of 20 chapters showing application of Clifford algebra in quantum mechanics, field theory, spinor calculations, projective geometry, Hypercomplex algebra, function theory and crystallography. Many examples of computations performed with a variety of readily available software programs are presented in detail.