Past exam of the mathematics course of the University of Cambridge / 2020 / ii / Paper 2 / 3I / a

For a discrete memoryless channel with input $X$ and output $Y$, its information capacity iswhere $I(X;Y)$ is the mutual information and the maximum is over all input distributions. Capacity is measured in bits when logarithms have base two.