On the statistical physics of directed polymers in a random medium and their relation to tree codes

Computer Science – Information Theory

Scientific paper

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Submitted to IEEE Trans. on Information Theory

Scientific paper

Using well-known results from statistical physics, concerning the almost-sure
behavior of the free energy of directed polymers in a random medium, we prove
that random tree codes achieve the distortion-rate function almost surely under
a certain symmetry condition.

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