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Pointwise optimization techniques are incorporated into a \u201cslow\u201d feedback loop in order to generate feasible desired trajectories, optimally close to the original desired trajectories. A suction controller is used in the \u201cfast\u201d main feedback loop, allowing to combine robust tracking with simple controller design. Simulations show very significant performance improvement over standard techniques. 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