At the beginning of month t, farmer Smith has xt bushels of wheat in his warehouse. He has the opportunity to sell wheat at a price st dollars per bushel and can buy wheat at pt dollars per bushel. Farmer Smith’s warehouse can hold at most C units at the end of each month.
a Formulate a recursion that can be used to maximize the total profit earned during the next T months.
b Let ft(xt) be the maximum profit that can be earned during months t, t +1, . . . , T, given that xt bushels of wheat are in the warehouse at the beginning of month t. By working backward, show that for appropriately chosen constants
at and bt,
ft(xt) = at + btxt
c During any given month, show that the profit maximizing policy has the following properties: (1) The amount sold during month t will equal either xt or zero. (2) The amount purchased during a given month will be either zero or sufficient to bring the month’s ending stock to C bushels.
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