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We study the evolution of bosons in a periodically driven optical lattice
during a slow change of the driving amplitude. Both the regime of high
frequency and low frequency driving are investigated. In the low frequency
regime, resonant absorption of energy is observed. In the high frequency
regime, the dynamics is compared to a system with an effective Hamiltonian in
which the atoms are dressed' by the driving field. This dressing’ can
dramatically change the amplitude and sign of the effective tunneling. A
particular focus of this study is the investigation of the time-scales
necessary for the evolving quantum state to follow almost adiabatically to the
ground-state of the effective many body system.

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