CUED Publications database

Optimization on manifolds: Methods and applications

Absil, P-A and Mahony, R and Sepulchre, R (2010) Optimization on manifolds: Methods and applications. Recent Advances in Optimization and its Applications in Engineering. pp. 125-144.

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Abstract

This paper provides an introduction to the topic of optimization on manifolds. The approach taken uses the language of differential geometry, however,we choose to emphasise the intuition of the concepts and the structures that are important in generating practical numerical algorithms rather than the technical details of the formulation. There are a number of algorithms that can be applied to solve such problems and we discuss the steepest descent and Newton's method in some detail as well as referencing the more important of the other approaches.There are a wide range of potential applications that we are aware of, and we briefly discuss these applications, as well as explaining one or two in more detail. © 2010 Springer -Verlag Berlin Heidelberg.

Item Type: Article
Subjects: UNSPECIFIED
Divisions: Div F > Control
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 11:27
Last Modified: 08 Dec 2014 02:10
DOI: 10.1007/978-3-642-12598-0_12