Riemannian geometry of Grassmann manifolds with a view on algorithmic computation

PA Absil, R Mahony, R Sepulchre - Acta Applicandae Mathematica, 2004 - Springer
We give simple formulas for the canonical metric, gradient, Lie derivative, Riemannian
connection, parallel translation, geodesics and distance on the Grassmann manifold of p …

Intrinsic geometry of quantum adiabatic evolution and quantum phase transitions

AT Rezakhani, DF Abasto, DA Lidar, P Zanardi - Physical Review A—Atomic …, 2010 - APS
We elucidate the geometry of quantum adiabatic evolution. By minimizing the deviation from
adiabaticity, we find a Riemannian metric tensor underlying adiabatic evolution. Equipped …

A real time procedure for affinely dependent parametric model order reduction using interpolation on Grassmann manifolds

NT Son - International Journal for Numerical Methods in …, 2013 - Wiley Online Library
Model order reduction helps to reduce the computational time in dealing with large
dynamical systems, for example, during simulation, control, optimization. In many cases, the …

On the stability of POD basis interpolation on Grassmann manifolds for parametric model order reduction

O Friderikos, E Baranger, M Olive, D Néron - Computational Mechanics, 2022 - Springer
Abstract Proper Orthogonal Decomposition (POD) basis interpolation on Grassmann
manifolds has been successfully applied to problems of parametric model order reduction …

Cubically convergent iterations for invariant subspace computation

PA Absil, R Sepulchre, P Van Dooren… - SIAM Journal on Matrix …, 2004 - SIAM
We propose a Newton-like iteration that evolves on the set of fixed dimensional subspaces
of \rr^n and converges locally cubically to the invariant subspaces of a symmetric matrix …

Optimization algorithms on the Grassmann manifold with application to matrix eigenvalue problems

H Sato, T Iwai - Japan Journal of Industrial and Applied Mathematics, 2014 - Springer
This article deals with the Grassmann manifold as a submanifold of the matrix Euclidean
space, that is, as the set of all orthogonal projection matrices of constant rank, and sets up …

Direct transcription solution of higher-index optimal control problems and the virtual index

A Engelsone, SL Campbell, JT Betts - Applied numerical mathematics, 2007 - Elsevier
Direct transcription methods are a popular approach for solving optimal control problems.
They are sometimes able to solve problems that the classical numerical theory would …

Linearization of hyperbolic finite-time processes

D Karrasch - Journal of Differential Equations, 2013 - Elsevier
We adapt the notion of processes to introduce an abstract framework for dynamics in finite
time, ie on compact time-sets. For linear finite-time processes a notion of hyperbolicity …

Spectral stability of shock profiles for hyperbolically regularized systems of conservation laws

J Bärlin - Archive for Rational Mechanics and Analysis, 2024 - Springer
We report a proof that under natural assumptions shock profiles viewed as heteroclinic
travelling wave solutions to a hyperbolically regularized system of conservation laws are …

On the continuity of the tangent cone to the determinantal variety

G Olikier, PA Absil - Set-Valued and Variational Analysis, 2022 - Springer
Tangent and normal cones play an important role in constrained optimization to describe
admissible search directions and, in particular, to formulate optimality conditions. They …