Consider the problem a cashier solves every time she counts out some amount of currency. The cashier has at her disposal a collection of notes and coins of various denominations and is required to count out a specified sum using the smallest possible number of pieces.
The problem can be expressed mathematically as follows: Let there be n pieces of money (notes or coins), , and let be the denomination of . For example, if is a dime, then . To count out a given sum of money A we find the smallest subset of P, say , such that .
One way to represent the subset S is to use n variables , such that
Given our objective is to minimize
subject to the constraint