Consider three items a, b, and c. Assume that we'd like to establish their order using comparisons. Naturally, there are 6 orders: abc, acb, bac, bca, cab, cba. Below is shown a diagram of an optimal decision tree for determining the order of these three numbers.
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We observe that the height of the decision tree must be at least three levels deep to accomodate the 6 leaf nodes.
Imagine now that we have 4 items. How many different permutations are possible for 4 items? Equivalently, how many leaf nodes would there by in the optimal decision tree (which you should NOT attempt to draw)?