Question: Consider the subgradient method r+ = r ag, where g e af(x). Show that if a < 2(/(= e*)), then we have ||rt r*2

Consider the subgradient method r+ = r ag, where g e af(x). Show that if a < 2(/(= e*)), then we have ||rt r*2 < ||r x" ||2, i.e., every iteration moves closer to the optimal solution r".
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