A data compression system can include a compression unit comprising a single chaotic system having an identified initial condition that produces a desired output sequence of data corresponding to a data set being stored. The single chaotic system can be identified using a chain of controlled nonlinear systems and a dynamical search technique to match the output, in sequence over consecutive time intervals with the chain of the controlled nonlinear systems.