An application of the path-integral approach to an analysis of the fluctuations in complex dynamical systems is discussed. It is shown that essentially the same ideas underly recent progress in the solutions of a number of long-standing problems in complex dynamics. In particular, we consider the problems of prediction, control and inference of chaotic dynamics perturbed by noise in the framework of path-integral approach.
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