稳定匹配问题(二)

该方向论文分类,提供参考。

一、近似算法

《【2003Approximability results for stable marriage problems with ties

 egalitarian, minimum regret and sex-equal stable matchingapproximating a maximum and minimum cardinality stable matching两个问题结合的近似算法

《【2009A 3/2-Approximation Algorithm for General Stable Marriage

1.5近似比算法,找基数最大稳定匹配

《【2010Faster Algorithms for Stable Allocation Problems

多项式时间解决双边稳定匹配,使用rotations的方法。2近似比算法解决非双边稳定匹配。提到An Improved Augmenting PathAlgorithm

《【2007A -Approximation Algorithm for the Stable Marriage Problem

基数最大近似比算法

《【2011Better and Simpler Approximation Algorithms for the Stable Marriage Problem

更快的近似比算法,并且减少了一些限制,结果分析更具可行性

《【2014A 25/17-Approximation Algorithm for the Stable Marriage Problem with One-Sided Ties

单边有ties的近似比算法

《【2015Improved approximation algorithms for two variants of the stable marriage problem with ties

两边有tiesties的长度为210/7近似比算法

《【2008Approximation algorithms for hard variants of the stable marriage and hospitals/residents problems

5/3近似比算法,限制只有一边有ties,而且ties一定要在列表的末尾

《【2016Blind, Greedy, and Random: Ordinal Approximation Algorithms for Matching and Clustering

1.6近似比算法解决最大权重匹配问题,使用序号信息

《【2017The weighted stable matching problem

最小权值稳定匹配近似比算法,2近似比

《【2016Blind, Greedy, and Random: Algorithms for Matching and Clustering Using Only Ordinal Information

1.6近似比算法的改进

《【2010Approximation Algorithms for the Sex-Equal Stable Marriage Problem

小于2的近似算法找Sex-Equal

《【2014Faster and Simpler Approximation of Stable Matchings

1.5近似比算法,可以解决多对多稳定匹配

《【2015A Tight Approximation Bound for the Stable Marriage Problem with Restricted Ties

含有ties的近似算法

《【2006A 1.875Approximation Algorithm for the Stable Marriage Problem

1.875近似算法解决基数最大问题

二、启发式算法

《【2007Ant Colony B ased Algorithm for Stable Marriage Problem

蚁群算法应用

《【2010Parameterized Complexity and Local Search Approaches for the Stable Marriage Problem with Ties

SMTI输入情况下的提出近似算法(FPT算法)寻找 egalitarianminimum regret匹配,使用局部搜索寻找基数最大稳定匹配

《【2017Scatter search for trainees to software project requirements stable allocation

具体问题为实习生项目分配问题,散点搜索方法,基于遗憾最小化思想的启发式方法

《【1999Stable Marriage and Genetic Algorithms:A Fertile Union

遗传算法解决2个问题,其中一个是常见的稳定匹配问题

《【2010The Stable Marriage Problem Optimizing Different Criteria Using Genetic Algorithms

遗传算法

《【2013Survey of Local Algorithms

介绍局部搜索

《【2010Adaptive Stable Marriage Algorithms

自适应算法解决,若要从时间复杂度考虑,该文章为重点

《【2013Linear Time Local Approximation Algorithm for Maximum Stable Marriage

1.5近似比的局部搜索算法

《【2013Local Search Approaches in Stable Matching Problems

局部搜索算法解决稳定匹配问题

Local search for stable marriage problems

局部搜索

《【2010Local search algorithms on the Stable Marriage Problem: Experimental Studies

实验性论文,局部搜索觉得稳定匹配问题

《【2010Local search for stable marriage problems with ties and incomplete lists

局部搜索

《【2015A Local Search Algorithm for SMTI and its extension to HRT Problems

局部搜索SMTIHRT

2010On Heuristics for Two-Sided Matching: Revisiting the Stable Marriage Problem as a Multiobjective Problem

多目标优化,使用到演化计算

2015Solving Stable Matching Problems via Cooperative Parallel Local Search

并行化局部搜索

2010Stable assignment with couples: Parameterized complexity and local search

Couples

2016An Empirical Local Search for the Stable Marriage Problem

双边的局部搜索,关注egalitariansex-equal,该文章的输入为SM,有两个实验,一个是BFS,从男性最佳一边出发搜最佳的匹配,查到到女性最佳的稳定匹配则算法结束,另一个实验是BiFS,从男性最佳跟女性最佳出发,都以最终查找完全部的稳定匹配位置

《【2016Finding OptimalStable Marriages with Ties via Local Search

局部搜索解决最佳稳定匹配,关注egalitariansex-equal,该文章输入为SMT

《【2015Solving Hard Stable Matching Problems via Local Search and Cooperative Parallelization

局部搜索加并行处理

三、问题及复杂性

《【1990A Necessary and Sufficient Condition for the Existence of a Complete Stable Matching

稳定匹配的充要条件

《【2008The stable marriage problem with master preference lists

带主列表(master lists

《【2001The structure of stable marriage with indifference

tie的情况具体讨论

《【2001Hard variants of stable marriage

变形的复杂性讨论,证明的最大基数与最小基数问题属于np-hard问题

《【2009Stable marriage with ties and bounded length preference lists

证明各种不同前提下寻找最大基数稳定匹配依旧是np-hard问题

《【2012Sex-Equal Stable Matchings: Complexity and Exact Algorithms

男性只能选择至多L个对象,女性选择无限制,时间复杂度,属于指数级的精确算法,研究Sex-Equal稳定匹配

《【2016Stable Marriage with General Preferences

证明Stable Marriage with General Preferencesnp-hard

《【2010A Characterization of Graphs which Assure the Existence of Stable Matchings

保证稳定匹配的存在

《【2010Stable marriage problems with quantitative preferences

提出找稳定最佳匹配的算法,定量偏好

《【2017How hard is it to satisfy (almost) all roommates?

roommates问题找Egalitarian稳定匹配的复杂性证明

《【2017On Treewidth and Stable Marriage

结合 Sex-Equal Stable Marriage (SESM)Balanced Stable Marriage (BSM)两个NP-hard问题提出的算法,采用树宽解决

《【2017Balanced Stable Marriage: How Close is Close Enough?

有复杂性证明,有算法,主要研究Balanced Stable Marriage

《【2007Algorithmic Aspects of Stable Matching Problems

博士论文

《【2011A Structural Approach to Matching Problems with Preferences

博士论文

《【2015Efficient Algorithms for Optimal Matching Problems Under Preferences

博士论文

《【2014Matching under Preferences

书籍

《【1986THE COMPLEXITY OF COUNTING STABLE MARRIAGES

复杂性证明

《【1987Three fast algorithms for four problems in stable marriage》

时间复杂度以及空间复杂度内的算法,得到所有的稳定匹配

《【1990Lower Bounds for the Stable Marriage Problem and Its Variants

有下界

《【1989The average number of stable matchings》

理论推导

《【1992On Likely Solutions of a Stable Marriage Problem

之前算法的组合算法

《【1987An Efficient Algorithm for the OptimalStable Marriage

关注egalitarianminimum regret,也提出找出所有稳定匹配的方式

《【2016Complexity and algorithms in matching problems under preferences

书籍

《【2015Matchings and games on networks

书籍

《【2002Hard variants of stable marriage

证明比较多

《【2015An Equitable Solution to the Stable Marriage Problem

提出确定性、平等对待两性的算法

《【2015When an Algorithm Cannot Help You Find a Wife: Modeling Two-Sided Matching Markets Using Stochastic Matching

硕士论文,提到随机匹配

《【1971The stable marriage problem》

得到所有稳定匹配

1994Stable marriage and indifference

三种含ties的稳定匹配,weakstrongsuper

2010Properties of Stable Matchings

硕士论文

2008A unified approach to finding good stable matchings in the hospitals/residents setting

提到解决egalitarianminimum regret的算法

2010Size versus stability in the marriage problem

限制了各种不同前提下证明依旧是np-hard问题

四、相关问题

《【1989A New Fixed Point Approach for Stable Networks and Stable Marriages

主要roommeat问题

《【2017Manipulating Gale-Shapley Algorithm Preserving Stability and Remaining Inconspicuous

带伪装操作

《【2009Optimal popular matchings

最受欢迎匹配,也是一种求最佳的方式

《【2003The stable marriage problem with restricted pairs

带限制对的稳定匹配寻找算法,提到with forced and forbidden edges

《【2007Polynomial time algorithm for an optimal stable assignment with multiple partners

多对多的情况

《【2011Popular mixed matchings

多目标优化寻找最受欢迎匹配

《【2014Asymmetry in diagrams of stable marriage problems:Stable manifolds mapped from stable matchings

加了离散的内容,动态调节过程

《【2016New and simple algorithms for stable flow problems

使用网络流方式解决问题,提到Augmenting path algorithm

《【2016A Survey on Discrete Optimization for Stable Marriage Problem

整理总结各种np-hard问题,提到with forced and forbidden edges

《【2016Stable Marriage with General Preferences

证明Stable Marriage with General Preferences问题是NP-hard

《【2010An Efficient Algorithm for Batch Stability Testing

批处理方式找稳定匹配

《【2017Satisfied two-sided matching: a method considering elation and disappointment of agents

考虑满意度,满意度矩阵由一些特殊属性来形成,而不是靠自己意愿选择,自己只选择对各种因素打分的情况,由算法来得到满意度从而形成偏好列表,再进行匹配的寻找

《【2013Stability and Optimality in Matching Problems with Weighted Preferences

提出带权的偏好列表的稳定最佳匹配的算法

《【2014Preserving the Basic Property of Stable Matching by Deleting a Pair

通过删除匹配集合中的一对匹配来得到稳定匹配

《【2014An Extended Stable Marriage Problem Algorithm for Clone Detection》

代码克隆检测应用稳定婚姻匹配算法

《【2015Actor Positioning with Minimal Movement in Wireless Sensor and Actor Networks

与无线传感器相关

《【1988The Structure of the Stable Roommate Problem: Efficient Representation and Enumeration of All Stable Assignments

室友问题,枚举法

《【2003Solving Stable Matching Problems using Answer Set Programming

提出answer set programming解决稳定匹配问题

《【2009Finding Large Stable Matchings

研究大规模的稳定匹配

《【2013Stability, Optimality and Manipulation in Matching Problems with Weighted Preferences

加权偏好列表,带Manipulation操作

《【2010Almost Stable Matchings by Truncating the GaleShapley Algorithm

可能只是部分满足稳定

《【1992A Bounded Approximation for the Minimum Cost 2-Sat Problem 1

主要解决最佳室友问题

《【2014Rank-Maximal Matchings Structure and Algorithms

排名最大算法

《【2015Matching Theory for Future Wireless Networks: Fundamentals and Applications

实际应用

《【2010Batch testing, adaptive algorithms, and heuristic applications for stable marriage problems》

3个方面,批处理,自适应算法,基于代价考虑

《【2011Weights in Stable Marriage Problems Increase Manipulation Opportunities

Manipulation操作


还是那句话,如果你也研究这个方向,请私聊我。

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