 and analytical tools in order to understand and optimize the long term stability.In the case of electron storage rings, radiation damping eases the stability problem by providing a non-Hamiltonian motion returning the electrons to the design orbit on the order of the thousands of turns.Together with diffusion from the fluctuations in the radiated photon energies, an equilibrium beam distribution is reached.