An Introduction To Optimization On Smooth Manifolds

Download An Introduction To Optimization On Smooth Manifolds full books in PDF, epub, and Kindle. Read online free An Introduction To Optimization On Smooth Manifolds ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

An Introduction to Optimization on Smooth Manifolds

An Introduction to Optimization on Smooth Manifolds
Author :
Publisher : Cambridge University Press
Total Pages : 358
Release :
ISBN-10 : 9781009178716
ISBN-13 : 1009178717
Rating : 4/5 (717 Downloads)

Book Synopsis An Introduction to Optimization on Smooth Manifolds by : Nicolas Boumal

Download or read book An Introduction to Optimization on Smooth Manifolds written by Nicolas Boumal and published by Cambridge University Press. This book was released on 2023-03-16 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization on Riemannian manifolds-the result of smooth geometry and optimization merging into one elegant modern framework-spans many areas of science and engineering, including machine learning, computer vision, signal processing, dynamical systems and scientific computing. This text introduces the differential geometry and Riemannian geometry concepts that will help students and researchers in applied mathematics, computer science and engineering gain a firm mathematical grounding to use these tools confidently in their research. Its charts-last approach will prove more intuitive from an optimizer's viewpoint, and all definitions and theorems are motivated to build time-tested optimization algorithms. Starting from first principles, the text goes on to cover current research on topics including worst-case complexity and geodesic convexity. Readers will appreciate the tricks of the trade for conducting research and for numerical implementations sprinkled throughout the book.


An Introduction to Optimization on Smooth Manifolds Related Books

An Introduction to Optimization on Smooth Manifolds
Language: en
Pages: 358
Authors: Nicolas Boumal
Categories: Mathematics
Type: BOOK - Published: 2023-03-16 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Optimization on Riemannian manifolds-the result of smooth geometry and optimization merging into one elegant modern framework-spans many areas of science and en
An Introduction to Optimization on Smooth Manifolds
Language: en
Pages: 357
Authors: Nicolas Boumal
Categories: Computers
Type: BOOK - Published: 2023-03-16 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

An invitation to optimization with Riemannian geometry for applied mathematics, computer science and engineering students and researchers.
Optimization Algorithms on Matrix Manifolds
Language: en
Pages: 240
Authors: P.-A. Absil
Categories: Mathematics
Type: BOOK - Published: 2009-04-11 - Publisher: Princeton University Press

DOWNLOAD EBOOK

Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. Thi
Riemannian Optimization and Its Applications
Language: en
Pages: 129
Authors: Hiroyuki Sato
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-17 - Publisher: Springer Nature

DOWNLOAD EBOOK

This brief describes the basics of Riemannian optimization—optimization on Riemannian manifolds—introduces algorithms for Riemannian optimization problems,
Introduction to Smooth Manifolds
Language: en
Pages: 646
Authors: John M. Lee
Categories: Mathematics
Type: BOOK - Published: 2013-03-09 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Author has written several excellent Springer books.; This book is a sequel to Introduction to Topological Manifolds; Careful and illuminating explanations, exc