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

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2011-8-4

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