Routines for Solving Rate-Distortion Problems

Documentation for package ‘RateDistortion’ version 1.01

RateDistortion-package	Routines for Solving Rate-Distortion Problems
BlahutAlgorithm	Implementation of the Blahut algorithm described in (Blahut, 1972).
ChannelDistortion	Compute the channel distortion for a given channel and cost function.
ConditionalDistribution	Return the conditional output distribution for a given channel and a given input.
DifferenceDistribution	Compute the difference distribution for a given channel.
FindOptimalChannel	Find an optimal information channel for a given source, cost function, and limit on information rate.
FindRate	Search for a channel that achieves a given level of distortion.
MaximumCost	Compute the maximum cost for an information source and cost function.
MutualInformation	Compute the mutual information for a given channel and source distribution.
RateDistortion	Routines for Solving Rate-Distortion Problems
Sample	Generate random samples from a channel distribution.