Fast Algorithm for the Quadratic Knapsack Problem

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15 صفحه اول

A Cut-and-Branch Algorithm for the Quadratic Knapsack Problem

The Quadratic Knapsack Problem (QKP) is a much-studied combinatorial optimisation problem, with many practical applications. We present a ‘cut-and-branch’ algorithm for the QKP, in which a cuttingplane phase is followed by a branch-and-bound phase. The cuttingplane phase is much more sophisticated than existing ones in the literature, incorporating several classes of cutting planes, a primal he...

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An Efficient Algorithm for Reducing the Duality Gap in a Special Class of the Knapsack Problem

A special class of the knapsack problem is called the separable nonlinear knapsack problem. This problem has received considerable attention recently because of its numerous applications. Dynamic programming is one of the basic approaches for solving this problem. Unfortunately, the size of state-pace will dramatically increase and cause the dimensionality problem. In this paper, an efficient a...

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An Efficient Algorithm for Reducing the Duality Gap in a Special Class of the Knapsack Problem

A special class of the knapsack problem is called the separable nonlinear knapsack problem. This problem has received considerable attention recently because of its numerous applications. Dynamic programming is one of the basic approaches for solving this problem. Unfortunately, the size of state-pace will dramatically increase and cause the dimensionality problem. In this paper, an efficient a...

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Exact Solution of the Quadratic Knapsack Problem

The Quadratic Knapsack Problem (QKP) calls for maximizing a quadratic objective function subject to a knapsack constraint, where all coeecients are assumed to be nonnegative and all variables are binary. The problem has applications in location and hydrology, and generalizes the problem of checking whether a graph contains a clique of a given size. We propose an exact branch-and-bound algorithm...

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ژورنال

عنوان ژورنال: Vestnik St. Petersburg University: Mathematics

سال: 2022

ISSN: ['1063-4541', '1934-7855']

DOI: https://doi.org/10.1134/s1063454122010113