带设置成本的二次背包问题

The quadratic knapsack problem with setup

Computers and Operations Research · 2024
被引 5
ABS 3

中文导读

研究带设置成本的二次背包问题,这是经典二次背包问题和带设置成本背包问题的结合,提出了数学模型和确定性元启发式算法,并通过计算实验评估了算法性能。

Abstract

The Quadratic Knapsack Problem is a well-known generalization of the classical 0-1 knapsack problem, in which any pair of items produces a pairwise profit if both are selected. Another relevant generalization of the knapsack problem is the Knapsack Problem with Setup, in which the items are partitioned into classes, the items of a class can only be inserted into the knapsack if the corresponding class is activated, and activating a class involves a setup cost and a setup capacity reduction. Despite a rich literature on these two problems, their obvious generalization, i.e., the Quadratic Knapsack Problem with Setup, was never investigated so far. We discuss applications, mathematical models, deterministic matheuristic algorithms, and computationally evaluate their performance.

运筹学组合优化背包问题数学规划