The variational equations and the evolution matrix are introduced and used
to discuss the stability of a bound Hamiltonian trajectory. Singular-value
decomposition is applied to the evolution matrix. Singular values and Lyapu
nov exponents are defined and their properties described. The singular-valu
e expansion of the phase-space velocity is derived. Singular values and Lya
punov exponents are used to characterize the stability behaviour of five si
mple systems, namely, the nonlinear oscillator with cubic anharmonicity, th
e quasi-periodic Mathieu equation, the Henon-Heiles model, the 4+2 linear c
hain with cubic anharmonicity, and an integrable system of arbitrary order.