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000940749 019__ $$a1191081064$$a1195712242$$a1196164740
000940749 020__ $$a9783030460402$$q(electronic book)
000940749 020__ $$a3030460401$$q(electronic book)
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000940749 0247_ $$a10.1007/978-3-030-46040-2$$2doi
000940749 0247_ $$a10.1007/978-3-030-46
000940749 035__ $$aSP(OCoLC)on1184682110
000940749 035__ $$aSP(OCoLC)1184682110$$z(OCoLC)1191081064$$z(OCoLC)1195712242$$z(OCoLC)1196164740
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000940749 08204 $$a516.3/6$$223
000940749 1001_ $$aGallier, Jean H.
000940749 24510 $$aDifferential geometry and Lie groups :$$ba computational perspective /$$cJean Gallier, Jocelyn Quaintance.
000940749 260__ $$aCham, Switzerland :$$bSpringer,$$c2020.
000940749 300__ $$a1 online resource
000940749 336__ $$atext$$btxt$$2rdacontent
000940749 337__ $$acomputer$$bc$$2rdamedia
000940749 338__ $$aonline resource$$bcr$$2rdacarrier
000940749 4901_ $$aGeometry and computing ;$$vvolume 12
000940749 504__ $$aIncludes bibliographical references and index.
000940749 5050_ $$a1. The Matrix Exponential; Some Matrix Lie Groups -- 2. Adjoint Representations and the Derivative of exp -- 3. Introduction to Manifolds and Lie Groups -- 4. Groups and Group Actions -- 5. The Lorentz Groups ⊛ -- 6. The Structure of O(p,q) and SO(p, q) -- 7. Manifolds, Tangent Spaces, Cotangent Spaces -- 8. Construction of Manifolds From Gluing Data ⊛ -- 9. Vector Fields, Integral Curves, Flows -- 10. Partitions of Unity, Covering Maps ⊛ -- 11. Basic Analysis: Review of Series and Derivatives -- 12. A Review of Point Set Topology.-13. Riemannian Metrics, Riemannian Manifolds -- 14. Connections on Manifolds -- 15. Geodesics on Riemannian Manifolds -- 16. Curvature in Riemannian Manifolds -- 17. Isometries, Submersions, Killing Vector Fields -- 18. Lie Groups, Lie Algebra, Exponential Map -- 19. The Derivative of exp and Dynkin's Formula ⊛ -- 20. Metrics, Connections, and Curvature of Lie Groups -- 21. The Log-Euclidean Framework -- 22. Manifolds Arising from Group Actions.
000940749 506__ $$aAccess limited to authorized users.
000940749 520__ $$aThis 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.--$$cProvided by publisher.
000940749 650_0 $$aGeometry, Differential.
000940749 650_0 $$aLie groups.
000940749 7001_ $$aQuaintance, Jocelyn.
000940749 77608 $$iPrint version:$$z3030460398$$z9783030460396$$w(OCoLC)1145613955
000940749 830_0 $$aGeometry and computing ;$$v12.
000940749 852__ $$bebk
000940749 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-46040-2$$zOnline Access$$91397441.1
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