With rows indexed by outputs and columns by inputs , the channel matrix isThis is a binary erasure channel with erasure probability . Conditional on no erasure, the input is recovered exactly, whereas an erasure supplies no information. Thuswhich is maximized by the uniform input distribution. Therefore
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