We construct symplectic integrators for Lie-Poisson systems. The integrators
are standard symplectic (partitioned) Runge--Kutta methods. Their phase space
is a symplectic vector space with a Hamiltonian action with momentum map J
whose range is the target Lie--Poisson manifold, and their Hamiltonian is
collective, that is, it is the target Hamiltonian pulled back by J. The
method yields, for example, a symplectic midpoint rule expressed in 4 variables
for arbitrary Hamiltonians on so(3)∗. The method specializes in
the case that a sufficiently large symmetry group acts on the fibres of J,
and generalizes to the case that the vector space carries a bifoliation.
Examples involving many classical groups are presented