we have where min{x, y} returns the minimum of the two values x and y.
we could actually eliminate the q variables and write an optimization problem that is identical to the IBM Model 2 optimization problem, but with the objective function It will turn out that both views of the I2CR-1 problem-with and without the q variables-are helpful, so we have included both in this paper.