@inproceedings{8a04fd714ca34da2958c83573ae1e458,
title = "Local Aggregated Differential Evolution Algorithm for Community Detection in Complex Networks",
abstract = "As one of the cornerstones in complex networks, researches on community structure upholds many advances in scientific fields like social and biological networks. A number of recent studies have concentrated on the community detection problem, which is equilibrium to the optimization of the fitness function called modularity over possible partition schemes. In this paper we propose a lightweight differential evolution algorithm with an additional local aggregation operator, which contributes to the improvement in precision, to search for the optimal division of the network. The competitive accuracy and scalability of the introduced algorithm have been demonstrated on computer generated networks and real world data sets in comparison with other famous counterparts.",
keywords = "Community detection, Complex networks, Differential evolution, Optimization",
author = "Feifan Wang and Baihai Zhang and Senchun Chai and Lingguo Cui and Fenxi Yao",
note = "Publisher Copyright: {\textcopyright} 2018 Technical Committee on Control Theory, Chinese Association of Automation.; 37th Chinese Control Conference, CCC 2018 ; Conference date: 25-07-2018 Through 27-07-2018",
year = "2018",
month = oct,
day = "5",
doi = "10.23919/ChiCC.2018.8483327",
language = "English",
series = "Chinese Control Conference, CCC",
publisher = "IEEE Computer Society",
pages = "2384--2389",
editor = "Xin Chen and Qianchuan Zhao",
booktitle = "Proceedings of the 37th Chinese Control Conference, CCC 2018",
address = "United States",
}