A Survey on the Densest Subgraph Problem and Its Variants

被引:2
|
作者
Lanciano, Tommaso [1 ,2 ]
Miyauchi, Atsushi [3 ]
Fazzone, Adriano [3 ]
Bonchi, Francesco [3 ]
机构
[1] KTH Royal Inst Technol, Stockholm, Sweden
[2] Sapienza Univ, Dipartimento Ingn Informat Automat & Gest Antonio, Via Ariosto 25, I-00185 Rome, Italy
[3] CENTAI Inst, Corso Inghilterra 3, I-10138 Turin, Italy
关键词
Graphs; density; densest subgraph; approximation algorithms; applications; K-SUBGRAPH; APPROXIMATION ALGORITHMS; TEMPORAL SUBGRAPHS; COMPLEXITY; NETWORKS; CLIQUE; RESTRICTIONS; DISCOVERY; GRAPHS;
D O I
10.1145/3653298
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The Densest Subgraph Problem requires us to find, in a given graph, a subset of vertices whose induced subgraph maximizes a measure of density. The problem has received a great deal of attention in the algorithmic literature since the early 1970s, with many variants proposed and many applications built on top of this basic definition. Recent years have witnessed a revival of research interest in this problem with several important contributions, including some groundbreaking results, published in 2022 and 2023. This survey provides a deep overview of the fundamental results and an exhaustive coverage of the many variants proposed in the literature, with a special attention to the most recent results. The survey also presents a comprehensive overview of applications and discusses some interesting open problems for this evergreen research topic.
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收藏
页数:40
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