Improving an exact approach for solving separable integer quadratic knapsack problems

Dominique Quadri (1) , Federico Della Croce (2)

1 LIA - Laboratoire Informatique d'Avignon
2 DAUIN - Department of Computer Engineering

We consider the specially structured (pure) integer Quadratic Multi-Knapsack Problem (QMKP) tackled in the paper " Exact solution methods to solve large scale integer quadratic knapsack problems " by D. Quadri, E. Soutif and P. Tolla (2009), recently appeared on this journal, where the problem is solved by transforming it into an equivalent 0–1 linearized Multi-Knapsack Problem (MKP). We show that, by taking advantage of the structure of the transformed (MKP), it is possible to derive an effective variable fixing procedure leading to an improved branch-and-bound approach. This procedure reduces dramatically the resulting linear problem size inducing an impressive improvement in the performances of the related branch and bound approach when compared to the results of the approach proposed by D. Quadri, E. Soutif and P. Tolla.

Domaines: Informatique [cs]

Dominique Quadri, Federico Della Croce. Improving an exact approach for solving separable integer quadratic knapsack problems. Journal of Combinatorial Optimization, 2012, ⟨10.1007/s10878-010-9337-3⟩. ⟨hal-01314888⟩