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Utilizing simplified structural information for multiobjective community detection

delete2025-11-26
delete0
PRE
AI
K
Kangmin Li
Y
Yongguang Yu
Y
Yibing Cui *
W
Wei Hu
J
Jiting Li
DOI：10.1016/j.asoc.2025.114336delete
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Abstract

Abstract

En 中文
• We proposed a MOEA for solving community detection problem. • A BFS-based reconstruct procedure is used to generate high-quality locus-based solutions. • A novel crossover operator and pseudo local search strategy is designed. • Both have been tested against real and synthetic undirected network data. • Effectiveness and sensitivity of the proposed algorithm is demonstrated.

Journal

Applied Soft Computing cover
Applied Soft Computing
IF:
6.6
Papers:
1.4W
Citations:
4.8W

Organization

A
Academy of Military Sciences
Scholars:
156
Papers: 54
Citations: 0
B
Beijing Jiaotong University
Scholars:
2.2W
Papers: 1.7W
Citations: 1.2W