Conformal Mappings in Geometric Algebra Garret Sobczyk
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Geometric-Algebra Adaptive Filters Wilder B
1 Geometric-Algebra Adaptive Filters Wilder B. Lopes∗, Member, IEEE, Cassio G. Lopesy, Senior Member, IEEE Abstract—This paper presents a new class of adaptive filters, namely Geometric-Algebra Adaptive Filters (GAAFs). They are Faces generated by formulating the underlying minimization problem (a deterministic cost function) from the perspective of Geometric Algebra (GA), a comprehensive mathematical language well- Edges suited for the description of geometric transformations. Also, (directed lines) differently from standard adaptive-filtering theory, Geometric Calculus (the extension of GA to differential calculus) allows Fig. 1. A polyhedron (3-dimensional polytope) can be completely described for applying the same derivation techniques regardless of the by the geometric multiplication of its edges (oriented lines, vectors), which type (subalgebra) of the data, i.e., real, complex numbers, generate the faces and hypersurfaces (in the case of a general n-dimensional quaternions, etc. Relying on those characteristics (among others), polytope). a deterministic quadratic cost function is posed, from which the GAAFs are devised, providing a generalization of regular adaptive filters to subalgebras of GA. From the obtained update rule, it is shown how to recover the following least-mean squares perform calculus with hypercomplex quantities, i.e., elements (LMS) adaptive filter variants: real-entries LMS, complex LMS, that generalize complex numbers for higher dimensions [2]– and quaternions LMS. Mean-square analysis and simulations in [10]. a system identification scenario are provided, showing very good agreement for different levels of measurement noise. GA-based AFs were first introduced in [11], [12], where they were successfully employed to estimate the geometric Index Terms—Adaptive filtering, geometric algebra, quater- transformation (rotation and translation) that aligns a pair of nions. -
Introduction Sally Shuttleworth and Geoffrey Cantor
1 Introduction Sally Shuttleworth and Geoffrey Cantor “Reviews are a substitute for all other kinds of reading—a new and royal road to knowledge,” trumpeted Josiah Conder in 1811.1 Conder, who sub- sequently became proprietor and editor of the Eclectic Review, recognized that periodicals were proliferating, rapidly increasing in popularity, and becoming a major sector in the market for print. Although this process had barely begun at the time Conder was writing, the number of peri- odical publications accelerated considerably over the ensuing decades. According to John North, who is currently cataloguing the wonderfully rich variety of British newspapers and periodicals, some 125,000 titles were published in the nineteenth century.2 Many were short-lived, but others, including the Edinburgh Review (1802–1929) and Punch (1841 on), possess long and honorable histories. Not only did titles proliferate, but, as publishers, editors, and proprietors realized, the often-buoyant market for periodicals could be highly profitable and open to entrepreneurial exploitation. A new title might tap—or create—a previously unexploited niche in the market. Although the expensive quarterly reviews, such as the Edinburgh Review and the Quarterly, have attracted much scholarly attention, their circulation figures were small (they generally sold only a few thousand copies), and their readership was predominantly upper middle class. By contrast, the tupenny weekly Mirror of Literature is claimed to have achieved an unprecedented circulation of 150,000 when it was launched in 1822. A few later titles that were likewise cheap and aimed at a mass readership also achieved circulation figures of this magnitude. -
New Foundations for Geometric Algebra1
Text published in the electronic journal Clifford Analysis, Clifford Algebras and their Applications vol. 2, No. 3 (2013) pp. 193-211 New foundations for geometric algebra1 Ramon González Calvet Institut Pere Calders, Campus Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Spain E-mail : [email protected] Abstract. New foundations for geometric algebra are proposed based upon the existing isomorphisms between geometric and matrix algebras. Each geometric algebra always has a faithful real matrix representation with a periodicity of 8. On the other hand, each matrix algebra is always embedded in a geometric algebra of a convenient dimension. The geometric product is also isomorphic to the matrix product, and many vector transformations such as rotations, axial symmetries and Lorentz transformations can be written in a form isomorphic to a similarity transformation of matrices. We collect the idea Dirac applied to develop the relativistic electron equation when he took a basis of matrices for the geometric algebra instead of a basis of geometric vectors. Of course, this way of understanding the geometric algebra requires new definitions: the geometric vector space is defined as the algebraic subspace that generates the rest of the matrix algebra by addition and multiplication; isometries are simply defined as the similarity transformations of matrices as shown above, and finally the norm of any element of the geometric algebra is defined as the nth root of the determinant of its representative matrix of order n. The main idea of this proposal is an arithmetic point of view consisting of reversing the roles of matrix and geometric algebras in the sense that geometric algebra is a way of accessing, working and understanding the most fundamental conception of matrix algebra as the algebra of transformations of multiple quantities. -
A Guided Tour to the Plane-Based Geometric Algebra PGA
A Guided Tour to the Plane-Based Geometric Algebra PGA Leo Dorst University of Amsterdam Version 1.15{ July 6, 2020 Planes are the primitive elements for the constructions of objects and oper- ators in Euclidean geometry. Triangulated meshes are built from them, and reflections in multiple planes are a mathematically pure way to construct Euclidean motions. A geometric algebra based on planes is therefore a natural choice to unify objects and operators for Euclidean geometry. The usual claims of `com- pleteness' of the GA approach leads us to hope that it might contain, in a single framework, all representations ever designed for Euclidean geometry - including normal vectors, directions as points at infinity, Pl¨ucker coordinates for lines, quaternions as 3D rotations around the origin, and dual quaternions for rigid body motions; and even spinors. This text provides a guided tour to this algebra of planes PGA. It indeed shows how all such computationally efficient methods are incorporated and related. We will see how the PGA elements naturally group into blocks of four coordinates in an implementation, and how this more complete under- standing of the embedding suggests some handy choices to avoid extraneous computations. In the unified PGA framework, one never switches between efficient representations for subtasks, and this obviously saves any time spent on data conversions. Relative to other treatments of PGA, this text is rather light on the mathematics. Where you see careful derivations, they involve the aspects of orientation and magnitude. These features have been neglected by authors focussing on the mathematical beauty of the projective nature of the algebra. -
The Philosophy of Religion Contents
The Philosophy of Religion Course notes by Richard Baron This document is available at www.rbphilo.com/coursenotes Contents Page Introduction to the philosophy of religion 2 Can we show that God exists? 3 Can we show that God does not exist? 6 If there is a God, why do bad things happen to good people? 8 Should we approach religious claims like other factual claims? 10 Is being religious a matter of believing certain factual claims? 13 Is religion a good basis for ethics? 14 1 Introduction to the philosophy of religion Why study the philosophy of religion? If you are religious: to deepen your understanding of your religion; to help you to apply your religion to real-life problems. Whether or not you are religious: to understand important strands in our cultural history; to understand one of the foundations of modern ethical debate; to see the origins of types of philosophical argument that get used elsewhere. The scope of the subject We shall focus on the philosophy of religions like Christianity, Islam and Judaism. Other religions can be quite different in nature, and can raise different questions. The questions in the contents list indicate the scope of the subject. Reading You do not need to do extra reading, but if you would like to do so, you could try either one of these two books: Brian Davies, An Introduction to the Philosophy of Religion. Oxford University Press, third edition, 2003. Chad Meister, Introducing Philosophy of Religion. Routledge, 2009. 2 Can we show that God exists? What sorts of demonstration are there? Proofs in the strict sense: logical and mathematical proof Demonstrations based on external evidence Demonstrations based on inner experience How strong are these different sorts of demonstration? Which ones could other people reject, and on what grounds? What sort of thing could have its existence shown in each of these ways? What might we want to show? That God exists That it is reasonable to believe that God exists The ontological argument Greek onta, things that exist. -
Geometric Algebra 4
Geometric Algebra 4. Algebraic Foundations and 4D Dr Chris Doran ARM Research L4 S2 Axioms Elements of a geometric algebra are Multivectors can be classified by grade called multivectors Grade-0 terms are real scalars Grading is a projection operation Space is linear over the scalars. All simple and natural L4 S3 Axioms The grade-1 elements of a geometric The antisymmetric produce of r vectors algebra are called vectors results in a grade-r blade Call this the outer product So we define Sum over all permutations with epsilon +1 for even and -1 for odd L4 S4 Simplifying result Given a set of linearly-independent vectors We can find a set of anti-commuting vectors such that These vectors all anti-commute Symmetric matrix Define The magnitude of the product is also correct L4 S5 Decomposing products Make repeated use of Define the inner product of a vector and a bivector L4 S6 General result Grade r-1 Over-check means this term is missing Define the inner product of a vector Remaining term is the outer product and a grade-r term Can prove this is the same as earlier definition of the outer product L4 S7 General product Extend dot and wedge symbols for homogenous multivectors The definition of the outer product is consistent with the earlier definition (requires some proof). This version allows a quick proof of associativity: L4 S8 Reverse, scalar product and commutator The reverse, sometimes written with a dagger Useful sequence Write the scalar product as Occasionally use the commutator product Useful property is that the commutator Scalar product is symmetric with a bivector B preserves grade L4 S9 Rotations Combination of rotations Suppose we now rotate a blade So the product rotor is So the blade rotates as Rotors form a group Fermions? Take a rotated vector through a further rotation The rotor transformation law is Now take the rotor on an excursion through 360 degrees. -
Introduction Setting the Scene
Introduction Setting the Scene On 7 April, 1875, mathematics students turning up for their morning lecture at University College London were surprised to see a message chalked on the blackboard. It read, ‘I am obliged to be absent on important business which will probably not occur again.’ The Professor of Applied Mathematics and Mechanics, William Kingdon Clifford, was getting married on that day. He had come to London from Trinity College, Cambridge, in 1871 and was twenty-nine years old. He was highly intellectual, tremendously popular, slightly eccentric and such a brilliant lecturer that he had taken the academic world by storm. His bride to be was Sophia Lucy Jane Lane. She was one year younger than William Clifford and had already begun to establish herself as a novelist and journalist. He and Lucy made a most attractive and lively couple and they drew around them a wide circle of friends from all walks of life. In 1874, when their engagement had been announced, William Clifford received this letter: Few things have given us more pleasure than the intimation in your note that you had a fiancée. May she be the central happiness and motive force of your career, and by satisfying the affections, leave your rare intellect free to work out its glorious destiny. For, if you don’t become a glory to your age and time, it will be a sin and a shame. Nature doesn’t often send forth such gifted sons, and when she does, Society usually cripples them. Nothing but marriage – a happy marriage – has seemed to Mrs Lewes and myself wanting to your future.1 The letter was from his close friend, the publisher, writer, and philosopher George Henry Lewes.SAMPLE Mrs Lewes was, of course, George Eliot. -
Reason, Causation and Compatibility with the Phenomena
Reason, causation and compatibility with the phenomena Basil Evangelidis Series in Philosophy Copyright © 2020 Vernon Press, an imprint of Vernon Art and Science Inc, on behalf of the author. All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without the prior permission of Vernon Art and Science Inc. www.vernonpress.com In the Americas: In the rest of the world: Vernon Press Vernon Press 1000 N West Street, C/Sancti Espiritu 17, Suite 1200, Wilmington, Malaga, 29006 Delaware 19801 Spain United States Series in Philosophy Library of Congress Control Number: 2019942259 ISBN: 978-1-62273-755-0 Cover design by Vernon Press. Cover image by Garik Barseghyan from Pixabay. Product and company names mentioned in this work are the trademarks of their respective owners. While every care has been taken in preparing this work, neither the authors nor Vernon Art and Science Inc. may be held responsible for any loss or damage caused or alleged to be caused directly or indirectly by the information contained in it. Every effort has been made to trace all copyright holders, but if any have been inadvertently overlooked the publisher will be pleased to include any necessary credits in any subsequent reprint or edition. Table of contents Abbreviations vii Preface ix Introduction xi Chapter 1 Causation, determinism and the universe 1 1. Natural principles and the rise of free-will 1 1.1. “The most exact of the sciences” 2 1.2. -
Clifford Algebra with Mathematica
Clifford Algebra with Mathematica J.L. ARAGON´ G. ARAGON-CAMARASA Universidad Nacional Aut´onoma de M´exico University of Glasgow Centro de F´ısica Aplicada School of Computing Science y Tecnolog´ıa Avanzada Sir Alwyn William Building, Apartado Postal 1-1010, 76000 Quer´etaro Glasgow, G12 8QQ Scotland MEXICO UNITED KINGDOM [email protected] [email protected] G. ARAGON-GONZ´ ALEZ´ M.A. RODRIGUEZ-ANDRADE´ Universidad Aut´onoma Metropolitana Instituto Polit´ecnico Nacional Unidad Azcapotzalco Departamento de Matem´aticas, ESFM San Pablo 180, Colonia Reynosa-Tamaulipas, UP Adolfo L´opez Mateos, 02200 D.F. M´exico Edificio 9. 07300 D.F. M´exico MEXICO MEXICO [email protected] [email protected] Abstract: The Clifford algebra of a n-dimensional Euclidean vector space provides a general language comprising vectors, complex numbers, quaternions, Grassman algebra, Pauli and Dirac matrices. In this work, we present an introduction to the main ideas of Clifford algebra, with the main goal to develop a package for Clifford algebra calculations for the computer algebra program Mathematica.∗ The Clifford algebra package is thus a powerful tool since it allows the manipulation of all Clifford mathematical objects. The package also provides a visualization tool for elements of Clifford Algebra in the 3-dimensional space. clifford.m is available from https://github.com/jlaragonvera/Geometric-Algebra Key–Words: Clifford Algebras, Geometric Algebra, Mathematica Software. 1 Introduction Mathematica, resulting in a package for doing Clif- ford algebra computations. There exists some other The importance of Clifford algebra was recognized packages and specialized programs for doing Clif- for the first time in quantum field theory. -
Dewey and Rorty on Kant
WHY NOT ALLIES RATHER THAN ENEMIES? DEWEY AND RORTY ON KANT István Danka E-mail: [email protected] In my paper I shall investigate Rorty's claim how Kant's philosophy is a reductio ad absurdum of the traditional object-subject distinction. I shall argue that most of the common arguments against Rorty's philosophy are based on the same mistake as some of the common arguments against Kant (shared by Dewey and Rorty as well). Though their philosophies differ in several aspects with no doubt, in their anti-skeptical and hence Anti-Cartesian strategy, central to all three of them, they follow the same sort of argumentation. First I shall make some methodological remarks, distinguishing my sort of critique from traditional Anti-Rortyan strategies. Then I shall identify the two main distinctive features between Dewey and Rorty as the latter's return to certain idealist issues. Third, I shall investigate three Kantian topics in pragmatism: the denial of the subject-object dualism, constructivism, and transcendental argumentation. Finally, I shall focus on the question how transcendental idealism could help a Rortyan in order to avoid the same critique as by which Rorty, following Dewey, attacked Kantians. 1. Methodological remarks 1.1. How not to argue against Rorty Richard Rorty is one of the most criticised contemporary philosophers. In order to avoid a misleading reading of my paper, according to which my purpose would be similar to the most common critiques of him, I must say a word or two why my present line of thought is a radically Rortyan one. -
Geometric Algebra: a Computational Framework for Geometrical Applications (Part I: Algebra)
Geometric algebra: a computational framework for geometrical applications (part I: algebra) Leo Dorst∗ and Stephen Manny Abstract Geometric algebra is a consistent computational framework in which to define geometric primitives and their relationships. This algebraic approach contains all geometric operators and permits specification of constructions in a coordinate-free manner. Thus, the ideas of geometric algebra are important for developers of CAD systems. This paper gives an introduction to the elements of geometric algebra, which contains primitives of any dimensionality (rather than just vectors), and an introduction to three of the products of geometric algebra, the geometric product, the inner product, and the outer product. These products are illustrated by using them to solve simple geometric problems. Keywords: geometric algebra, Clifford algebra, subspaces, blades, geometric product, inner product, outer product 1 Introduction In the usual way of defining geometrical objects in fields like computer graphics, robotics and computer vision, one uses vectors to characterize the constructions. To do this effectively, the basic concept of a vector as an element of a linear space is ex- tended by an inner product and a cross product, and some additional constructions such as homogeneous coordinates to encode compactly the intersection of, for instance, off- set planes in space. Many of these techniques work rather well in 3-dimensional space, although some problems have been pointed out: the difference between vectors and points [3], and the characterization of planes by normal vectors (which may require ex- tra computation after linear transformations, since the normal vector of a transformed plane is not the transform of the normal vector). -
Functions of Multivectors in 3D Euclidean Geometric Algebra Via Spectral Decomposition (For Physicists and Engineers)
Functions of multivectors in 3D Euclidean geometric algebra via spectral decomposition (for physicists and engineers) Miroslav Josipović [email protected] December, 2015 Geometric algebra is a powerful mathematical tool for description of physical phenomena. The article [ 3] gives a thorough analysis of functions of multivectors in Cl 3 relaying on involutions, especially Clifford conjugation and complex structure of algebra. Here is discussed another elegant way to do that, relaying on complex structure and idempotents of algebra. Implementation of Cl 3 using ordinary complex algebra is briefly discussed. Keywords: function of multivector, idempotent, nilpotent, spectral decomposition, unipodal numbers, geometric algebra, Clifford conjugation, multivector amplitude, bilinear transformations 1. Numbers Geometric algebra is a promising platform for mathematical analysis of physical phenomena. The simplicity and naturalness of the initial assumptions and the possibility of formulation of (all?) main physical theories with the same mathematical language imposes the need for a serious study of this beautiful mathematical structure. Many authors have made significant contributions and there is some surprising conclusions. Important one is certainly the possibility of natural defining Minkowski metrics within Euclidean 3D space without introduction of negative signature, that is, without defining time as the fourth dimension ([1, 6]). In Euclidean 3D space we define orthogonal unit vectors e1, e 2, e 3 with the property e2 = 1 ee+ ee = 0 i , ij ji , so one could recognize the rule for multiplication of Pauli matrices. Non-commutative product of two vectors is ab= a ⋅ b + a ∧ b , sum of symmetric (inner product) and anti- symmetric part (wedge product). Each element of the algebra (Cl 3) can be expressed as linear combination of elements of 23 – dimensional basis (Clifford basis ) e e e ee ee ee eee {1, 1, 2, 3, 12, 31, 23, 123 }, where we have a scalar, three vectors, three bivectors and pseudoscalar.