Source Coding Theory
On the statistical physics of directed polymers in a random medium and their relation to tree codes
IEEE Transactions on Information Theory
IEEE Transactions on Information Theory
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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.