Article ID: | iaor20072071 |
Country: | Cuba |
Volume: | 26 |
Issue: | 3 |
Start Page Number: | 212 |
End Page Number: | 218 |
Publication Date: | Sep 2005 |
Journal: | Revista de Investigacin Operacional |
Authors: | Osorio Mara A., Cuaya Germn |
Keywords: | knapsack problem |
We developed generators that produce challenging Multidimensional Knapsack Problem instances. Our approaches use independently exponential distributions over a wide range to generate the constraint coefficients, and the corresponding average for each variable is used to calculate directly correlated coefficients in the objective function, RHS values are a percentage of the sum of constraint coefficients. We present a comparative table with the average performance of the most important generators reported in the literature and our generators over a wide range of parameters and instances in the OR library.