linear programming

Dear forum members,

I am trying to solve a problem where I have a data set (xi,yi) and need to find an upperbound of points such that

alpha*xi+c-yi <=ei

f = Sigma {ei}

mimimize f.

I am not sure how to get c (objective function coefficients) to use in linprog

any help will be greatly appreciated

Thanks