N. Mackey, HAMILTON AND JACOBI MEET AGAIN - QUATERNIONS AND THE EIGENVALUE PROBLEM, SIAM journal on matrix analysis and applications, 16(2), 1995, pp. 421-435
The algebra isomorphism between M(4)(R) and HxH, where H is the algebr
a of quaternions, has unexpected computational payoff: it helps constr
uct an orthogonal similarity that 2x2 block-diagonalizes a 4x4 symmetr
ic matrix. Replacing plane rotations with these more powerful 4x4 rota
tions leads to a quaternion-Jacobi method in which the ''weight'' of f
our elements (in a 2x2 block) is transferred all at once onto the diag
onal. Quadratic convergence sets in sooner, and the new method require
s at least one fewer sweep than plane-Jacobi methods. An analogue of t
he sorting angle for plane rotations is developed for these 4x4 rotati
ons.