I'm trying to understand a very basic property of Hamiltonian dynamics. I don't have a physics background but I do know some mathematics. I want to understand why negating the momentum is equivalent to reversing time in Hamiltonian dynamics.
Suppose I have a Hamiltonian $H(q, p)$ which satisfies $H(q, p)=H(q, -p)$. The Hamiltonian equations of motion are $$ \dot{p} = -\nabla_q H(q, p) ~~~~~~~~ \dot{q} = \nabla_p H(q, p) $$ That if $(q(t), p(t))$ satisfy Hamilton's equations then so does $(q(-t), -p(-t))$ seems to be an oft-quoted fact in many works on classical mechanics. But how do I convince myself that it is true?