带下限配额的稳定匹配的广义多拟阵方法

A Generalized Polymatroid Approach to Stable Matchings with Lower Quotas

Mathematics of Operations Research · 2016
被引 29
ABS 3

中文导读

研究了带类别下限配额的稳定匹配问题,将模型推广到广义拟阵上,设计了多项式时间算法判断是否存在稳定匹配,并证明了稳定匹配集构成具有良好性质的格结构。

Abstract

Classified stable matching, proposed by Huang, describes a matching model between academic institutes and applicants, in which each institute has upper and lower quotas on classes, i.e., subsets of applicants. Huang showed that the problem to decide whether there exists a stable matching or not is NP-hard in general. On the other hand, he showed that the problem is solvable if classes form a laminar family. For this case, Fleiner and Kamiyama gave a concise interpretation in terms of matroids and showed the lattice structure of stable matchings. In this paper we introduce stable matchings on generalized matroids, extending the model of Fleiner and Kamiyama. We design a polynomial-time algorithm which finds a stable matching or reports the nonexistence. We also show that the set of stable matchings, if nonempty, forms a lattice with several significant properties. Furthermore, we extend this structural result to the polyhedral framework, which we call stable allocations on generalized polymatroids.

稳定匹配拟阵组合优化算法设计格结构