Show that, for aDMC,the average mutual information between a sequence X1, X2, . . . , Xn...

Show that, for aDMC,the average mutual information between a sequence X1, X2, . . . , Xn of channel inputs and the corresponding channel outputs satisfies the condition

with equality if and only if the set of input symbols is statistically independent.