Systems, Patterns and Data Engineering with Geometric Calculi

Systems, Patterns and Data Engineering with Geometric Calculi

Author: Sebastià Xambó-Descamps

Publisher: Springer Nature

Published: 2021-07-16

Total Pages: 179

ISBN-13: 3030744868

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The intention of this collection agrees with the purposes of the homonymous mini-symposium (MS) at ICIAM-2019, which were to overview the essentials of geometric calculus (GC) formalism, to report on state-of-the-art applications showcasing its advantages and to explore the bearing of GC in novel approaches to deep learning. The first three contributions, which correspond to lectures at the MS, offer perspectives on recent advances in the application GC in the areas of robotics, molecular geometry, and medical imaging. The next three, especially invited, hone the expressiveness of GC in orientation measurements under different metrics, the treatment of contact elements, and the investigation of efficient computational methodologies. The last two, which also correspond to lectures at the MS, deal with two aspects of deep learning: a presentation of a concrete quaternionic convolutional neural network layer for image classification that features contrast invariance and a general overview of automatic learning aimed at steering the development of neural networks whose units process elements of a suitable algebra, such as a geometric algebra. The book fits, broadly speaking, within the realm of mathematical engineering, and consequently, it is intended for a wide spectrum of research profiles. In particular, it should bring inspiration and guidance to those looking for materials and problems that bridge GC with applications of great current interest, including the auspicious field of GC-based deep neural networks.


Geometric Methods and Applications

Geometric Methods and Applications

Author: Jean Gallier

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 584

ISBN-13: 1461301378

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As an introduction to fundamental geometric concepts and tools needed for solving problems of a geometric nature using a computer, this book fills the gap between standard geometry books, which are primarily theoretical, and applied books on computer graphics, computer vision, or robotics that do not cover the underlying geometric concepts in detail. Gallier offers an introduction to affine, projective, computational, and Euclidean geometry, basics of differential geometry and Lie groups, and explores many of the practical applications of geometry. Some of these include computer vision, efficient communication, error correcting codes, cryptography, motion interpolation, and robot kinematics. This comprehensive text covers most of the geometric background needed for conducting research in computer graphics, geometric modeling, computer vision, and robotics and as such will be of interest to a wide audience including computer scientists, mathematicians, and engineers.


Geometric Design of Linkages

Geometric Design of Linkages

Author: J. Michael McCarthy

Publisher: Springer Science & Business Media

Published: 2010-11-11

Total Pages: 466

ISBN-13: 1441978925

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This book is an introduction to the mathematical theory of design for articulated mechanical systems known as linkages. The focus is on sizing mechanical constraints that guide the movement of a work piece, or end-effector, of the system. The function of the device is prescribed as a set of positions to be reachable by the end-effector; and the mechanical constraints are formed by joints that limit relative movement. The goal is to find all the devices that can achieve a specific task. Formulated in this way the design problem is purely geometric in character. Robot manipulators, walking machines, and mechanical hands are examples of articulated mechanical systems that rely on simple mechanical constraints to provide a complex workspace for the end- effector. The principles presented in this book form the foundation for a design theory for these devices. The emphasis, however, is on articulated systems with fewer degrees of freedom than that of the typical robotic system, and therefore, less complexity. This book will be useful to mathematics, engineering and computer science departments teaching courses on mathematical modeling of robotics and other articulated mechanical systems. This new edition includes research results of the past decade on the synthesis of multi loop planar and spherical linkages, and the use of homotopy methods and Clifford algebras in the synthesis of spatial serial chains. One new chapter on the synthesis of spatial serial chains introduces numerical homotopy and the linear product decomposition of polynomial systems. The second new chapter introduces the Clifford algebra formulation of the kinematics equations of serial chain robots. Examples are use throughout to demonstrate the theory.


Geometric Procedures for Civil Engineers

Geometric Procedures for Civil Engineers

Author: Elias C. Tonias

Publisher: Springer

Published: 2016-04-28

Total Pages: 446

ISBN-13: 3319242954

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This book provides a multitude of geometric constructions usually encountered in civil engineering and surveying practice. A detailed geometric solution is provided to each construction as well as a step-by-step set of programming instructions for incorporation into a computing system. The volume is comprised of 12 chapters and appendices that may be grouped in three major parts: the first is intended for those who love geometry for its own sake and its evolution through the ages, in general, and, more specifically, with the introduction of the computer. The second section addresses geometric features used in the book and provides support procedures used by the constructions presented. The remaining chapters and the appendices contain the various constructions. The volume is ideal for engineering practitioners in civil and construction engineering and allied areas.


Handbook of Computer Aided Geometric Design

Handbook of Computer Aided Geometric Design

Author: G. Farin

Publisher: Elsevier

Published: 2002-08-13

Total Pages: 849

ISBN-13: 0444511040

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This book provides a comprehensive coverage of the fields Geometric Modeling, Computer-Aided Design, and Scientific Visualization, or Computer-Aided Geometric Design. Leading international experts have contributed, thus creating a one-of-a-kind collection of authoritative articles. There are chapters outlining basic theory in tutorial style, as well as application-oriented articles. Aspects which are covered include: Historical outline Curve and surface methods Scientific Visualization Implicit methods Reverse engineering. This book is meant to be a reference text for researchers in the field as well as an introduction to graduate students wishing to get some exposure to this subject.


Geometric Dimensioning and Tolerancing for Mechanical Design : A Self-Teaching Guide to ANSI Y 14.5M1982 and ASME Y 14.5M1994 Standards

Geometric Dimensioning and Tolerancing for Mechanical Design : A Self-Teaching Guide to ANSI Y 14.5M1982 and ASME Y 14.5M1994 Standards

Author: Gene Cogorno

Publisher: McGraw Hill Professional

Published: 2006-05-11

Total Pages: 280

ISBN-13:

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An essential self-teaching guide This sourcebook provides a thorough explanation of ASME 14.5, the geometric dimensioning and tolerancing standard which is used primarily to communicate engineering configurations from the designer to the manufacturer. Heavily illustrated with engineering configurations, this book includes practical examples to assess individual knowledge as well as exercises based on the Frequently Asked Questions gathered over the author's 26 years as an educator.


Geometric Design Tolerancing: Theories, Standards and Applications

Geometric Design Tolerancing: Theories, Standards and Applications

Author: Hoda A. ElMaraghy

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 468

ISBN-13: 1461557976

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The importance of proper geometric dimensioning and tolerancing as a means of expressing the designer's functional intent and controlling the inevitable geometric and dimensional variations of mechanical parts and assemblies, is becoming well recognized. The research efforts and innovations in the field of tolerancing design, the development of supporting tools, techniques and algorithms, and the significant advances in computing software and hardware all have contributed to its recognition as a viable area of serious scholarly contributions. The field of tolerancing design is successfully making the transition to maturity where deeper insights and sound theories are being developed to offer explanations, and reliable implementations are introduced to provide solutions. Machine designers realized very early that manufacturing processes do not produce the nominal dimensions of designed parts. The notion of associating a lower and an upper limit, referred to as tolerances, with each dimen sion was introduced. Tolerances were specified to ensure the proper function of mating features. Fits of mating features included clearances, location fits, and interference fits, with various sub-grades in each category assigned a tolerance value depending on the nominal size of the mating features. During the inspection process, a part is rejected if a dimension fell outside the specified range. As the accuracy requirements in assemblies became tighter, designers had to consider other critical dimensions and allocate tolerances to them in order to ensure the assembly's functionality.


Geometric Design Projects for Highways

Geometric Design Projects for Highways

Author: John George Schoon

Publisher: American Society of Civil Engineers

Published: 2000-01

Total Pages: 152

ISBN-13: 9780784404256

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Provides an overall perspective of how various elements contributing to highway design interact to create a basis for the preliminary route selection and design. This book presents projects from the initial provision of a topographic map and specifications through to the investment and user cost estimates of a particular highway.