The penalty of a row in a transportation problem is obtained by
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Vogel's Approximation Method (VAM) Penalty rule rule can be easily summarized as:
\[
\text{Penalty} = \text{Second Minimum Element} - \text{First Minimum Element}
\]
This calculated value measures the financial risk of missing out on the absolute cheapest route.