Matroidal relaxations for 0-1 knapsack problems

Matroidal relaxations for 0-1 knapsack problems

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Article ID: iaor1995316
Country: Netherlands
Volume: 14
Issue: 3
Start Page Number: 147
End Page Number: 152
Publication Date: Oct 1993
Journal: Operations Research Letters
Authors: ,
Keywords: knapsack problem
Abstract:

The family equ1 of the feasible solutions for a equ2 Knapsack with positive coefficients, equ3, is an independence system over equ4. In some cases, for instance when all the a i have the same value, this independence system is a matroid over equ5. The authors will say then that the knapsack is greedy solvable. In the first part of this paper they study the conditions for a knapsack to be greedy solvable. The authors present necessary and sufficient conditions, verifiable in polynomial time, for equ6 to be a member of a family of matroids over equ7. In the second part of the paper they study a family of matroidal relaxations for the equ8 knapsack problem. The authors prove that those relaxations dominate the usual linear programming one for this problem and they present some computational results in order to illustrate that domination.

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