We present an exact method for separating Chvátal-Gomory cuts from binary knapsack sets, consisting of two steps: 𝑖) enumerating a finite set of possible optimal multipliers for the knapsack constraint; 𝑖𝑖) for each candidate, adjusting optimally the remaining multipliers. We prove that 𝑖𝑖) can be formulated as a binary knapsack problem, leading to a pseudopolynomial-time exact separation algorithm and two efficient greedy heuristics. Computational experiments on Generalized Assignment Problem instances confirm the effectiveness of the approach in terms of cut strength and computational efficiency.
Enhancing the separation of rank-1 Chvátal-Gomory cuts from knapsack sets
Maggiorano, Giacomo;Gualandi, Stefano
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2026-01-01
Abstract
We present an exact method for separating Chvátal-Gomory cuts from binary knapsack sets, consisting of two steps: 𝑖) enumerating a finite set of possible optimal multipliers for the knapsack constraint; 𝑖𝑖) for each candidate, adjusting optimally the remaining multipliers. We prove that 𝑖𝑖) can be formulated as a binary knapsack problem, leading to a pseudopolynomial-time exact separation algorithm and two efficient greedy heuristics. Computational experiments on Generalized Assignment Problem instances confirm the effectiveness of the approach in terms of cut strength and computational efficiency.File in questo prodotto:
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