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Related lectures (32)
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Manopt: Optimization Toolbox for Manifolds
Introduces Manopt, a toolbox for optimization on manifolds, focusing on solving optimization problems on smooth manifolds using the Matlab version.
Optimization on Manifolds: Context and Applications
Introduces optimization on manifolds, covering classical and modern techniques in the field.
Differential Forms Integration
Covers the integration of differential forms on smooth manifolds, including the concepts of closed and exact forms.
Symmetry Property: Riemannian Connection in Geometry
Explores symmetries, Riemannian connection, vector fields, and Lie bracket in geometry.
General Manifolds and Topology
Covers manifolds, topology, smooth maps, and tangent vectors in detail.
Riemannian metrics and gradients: Why and definition of Riemannian manifolds
Covers Riemannian metrics, gradients, vector fields, and inner products on manifolds.
Linear Lie Groups: Definitions and Theorems
Discusses linear Lie groups, their definitions, properties, and the relationship between integral curves and vector fields.
Retractions vector fields and tangent bundles: Tangent bundles
Covers retractions, tangent bundles, and embedded submanifolds on manifolds with proofs and examples.
Non-analytic Smooth Functions
Explores non-analytic smooth functions, their properties, and applications in differential geometry and partitioning unity.
Hessians, Symmetry and Examples: Sphere, Stiefel
Covers Hessians, symmetry, and examples related to vector fields, functions, and manifolds.