Lemma 1 and Lemma 2 indicate that an optimal item assignment
can be obtained by making the picking probability at the
starting bin of an order as large as possible. Next, we show that if
the picking probability at the bins closer to the starting bin is
greater, then the probabilities that the picker moves to the farther
bins for picking will be reduced.