Differential geometry and Lie groups : a computational perspective (Record no. 32419)

000 -LEADER
fixed length control field nam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230831b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030460426
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 516.36
Item number GAL
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Gallier, Jean
245 ## - TITLE STATEMENT
Title Differential geometry and Lie groups : a computational perspective
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2020
Place of publication, distribution, etc Cham :
300 ## - PHYSICAL DESCRIPTION
Extent xv, 777 p. ;
Other physical details ill., (some color),
Dimensions 24 cm
365 ## - TRADE PRICE
Price amount 54.99
Price type code EUR
Unit of pricing 94.90
490 ## - SERIES STATEMENT
Series statement Geometry and computing,
Volume number/sequential designation v.12
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc This textbook offers an introduction to differential geometry designed for readers interested in modern geometry processing. Working from basic undergraduate prerequisites, the authors develop manifold theory and Lie groups from scratch; fundamental topics in Riemannian geometry follow, culminating in the theory that underpins manifold optimization techniques. Students and professionals working in computer vision, robotics, and machine learning will appreciate this pathway into the mathematical concepts behind many modern applications. Starting with the matrix exponential, the text begins with an introduction to Lie groups and group actions. Manifolds, tangent spaces, and cotangent spaces follow; a chapter on the construction of manifolds from gluing data is particularly relevant to the reconstruction of surfaces from 3D meshes. Vector fields and basic point-set topology bridge into the second part of the book, which focuses on Riemannian geometry. Chapters on Riemannian manifolds encompass Riemannian metrics, geodesics, and curvature. Topics that follow include submersions, curvature on Lie groups, and the Log-Euclidean framework. The final chapter highlights naturally reductive homogeneous manifolds and symmetric spaces, revealing the machinery needed to generalize important optimization techniques to Riemannian manifolds. Exercises are included throughout, along with optional sections that delve into more theoretical topics. Differential Geometry and Lie Groups: A Computational Perspective offers a uniquely accessible perspective on differential geometry for those interested in the theory behind modern computing applications. Equally suited to classroom use or independent study, the text will appeal to students and professionals alike; only a background in calculus and linear algebra is assumed. Readers looking to continue on to more advanced topics will appreciate the authors’ companion volume Differential Geometry and Lie Groups: A Second Course.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Matrix Exponential
Topical term or geographic name as entry element Manifolds and Lie Groups
Topical term or geographic name as entry element Geometry, Differential
Topical term or geographic name as entry element Topological groups
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Quaintance, Jocelyn
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Date acquired Cost, normal purchase price Full call number Barcode Date last seen Koha item type
          DAIICT DAIICT 2023-08-25 5218.55 516.36 GAL 034102 2023-08-31 Books

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