An introduction to optimization on smooth manifolds Nicolas Boumal

Format:

Book

Author/Creator:

Boumal, Nicolas, 1987- author.

Language:

English

Subjects (All):

Manifolds (Mathematics).

Mathematical optimization.

Physical Description:

1 online resource

Place of Publication:

Cambridge New York, NY Cambridge University Press 2023

Summary:

"This is a modern invitation to algorithms for optimization with geometry for researchers and advanced undergraduate and graduate students in applied mathematics, computer science and engineering. Readers will appreciate the approachable, yet proof-based, introduction to differential geometry, which is often restricted to pure mathematics curricula"-- Provided by publisher

Contents:

Simple examples

Embedded geometry : first order

First-order optimization algorithms

Embedded geometry : second order

Second-order optimization algorithms

Embedded submanifolds : examples

General manifolds

Quotient manifolds

Additional tools

Geodesic convexity

Notes:

Includes bibliographical references and index

Print version record

Other Format:

Print version Boumal, Nicolas, 1987- Introduction to optimization on smooth manifolds

ISBN:

9781009166164

1009166166

9781009178716

1009178717

OCLC:

1374265764

Access Restriction:

Restricted for use by site license