Unidimensional scaling: A linear programming approach minimizing absolute deviations
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A Mixed Integer Programming formulation can be developed for the classical unidimensional scaling problem when the measure of goodness-of-fit is thel1 norm of the discrepancies rather than the sum of the squares of the discrepancies.
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