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Tracking on manifolds : quasi-Newton optimisation algorithms on manifolds

Li, Chi

Description

In recent years, optimisation on manifolds has become a popular area of research. Applications in signal processing have been proposed as well. Optimisation methods on manifolds can reduce the dimension of the original problems compared to the problems in their ambient Euclidean space. Many traditional unconstrained optimisation algorithms such as the steepest descent algorithm, the Newton's method and the trust region algorithm have be extended to Riemannian manifolds or smooth manifolds....[Show more]

CollectionsOpen Access Theses
Date published: 2010
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/150778
DOI: 10.25911/5d5158e7b43c9
Access Rights: Open Access

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