Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2020/ii/paper-2/3i/b/i/solution

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

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