Subtract the two density operators. The difference is Hermitian with zero diagonal and off-diagonal entry . A matrix has eigenvalues , because its square is . Its two singular values are therefore both . By the definition of the trace norm,For the intended real-overlap phase-flip channel, , givingThis vanishes for a computational basis state, since a phase flip then changes only an unobservable global phase. Its largest value at fixed is , attained when . The general formula remains correct even when the probabilistic premise of part 1 fails.
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