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Involutions and angles between subspaces

Jean-Christophe Bourin, Eun-Young Lee

Abstract

We provide a complete structure theorem for involutory matrices. This yields a new approach to principal angles between subspaces and provide a series of nice formulae for these angles.

Involutions and angles between subspaces

Abstract

We provide a complete structure theorem for involutory matrices. This yields a new approach to principal angles between subspaces and provide a series of nice formulae for these angles.
Paper Structure (3 sections, 12 theorems, 72 equations)

This paper contains 3 sections, 12 theorems, 72 equations.

Key Result

Proposition 1.1

Let $P,Q\in\mathbb{M}_n$ be two nonzero orthoprojections, let $\mu_1\ge \cdots\ge \mu_n$ be the singular values of $PQ$, and let $r=\min\{\mathrm{rank\,} P,\mathrm{rank\,} Q\}$. Then there exists an orthonormal system $\{q_i\}_{i=1}^r$ in the range $\mathcal{Q}$ of $Q$, and an orthonormal system $\{ Furthermore we necessarily have: The principal angles $0\le \alpha_i^{\uparrow}\le \cdots\le \alph

Theorems & Definitions (25)

  • Proposition 1.1
  • proof
  • Corollary 1.2
  • proof
  • Corollary 1.3
  • proof
  • Corollary 1.4
  • proof
  • Corollary 1.5
  • proof
  • ...and 15 more