二次背包问题的近似算法

Approximation of the Quadratic Knapsack Problem

INFORMS journal on computing · 2016
被引 15
UTD 24ABS 3

中文导读

研究了二次背包问题在特殊图类上的可近似性,在树宽有界图上给出FPTAS,在平面图及H-minor自由图上给出PTAS,并证明了在3-书可嵌入图上的强NP困难性。

Abstract

We study the approximability of the classical quadratic knapsack problem (QKP) on special graph classes. In this case the quadratic terms of the objective function are not given for each pair of knapsack items. Instead, an edge weighted graph, whose vertices represent the knapsack items, induces a quadratic profit for every pair of items, which is adjacent in the graph. We show that the problem permits an FPTAS on graphs of bounded treewidth and a PTAS on planar graphs and more generally on H-minor free graphs. We also show strong 𝒩𝒫-hardness of QKP on graphs that are 3-book embeddable, a natural graph class that is related to planar graphs. In addition, we will argue that the problem is likely to have bad approximability behaviour on all graph classes that include the complete graph or contain large cliques. These hardness of approximation results under certain complexity assumptions carry over from the densest k-subgraph problem.

组合优化近似算法图论计算复杂性