Local Heuristic Genetic Algorithm for Discovering Community of Complex Networks

DOI

10.2991/ifeea-15.2016.20How to use a DOI?

Keywords

Complex network;Heuristic Function; Community Structure; Genetic Algorithm

Abstract

Community of complex networks has attracted much attention. For the problem, we propose a local heuristic genetic algorithm (LHGA). Mutation of LHGA is combined with local heuristic function from the perspective of networks dynamics and makes convergence rate of this algorithm expressively improved. Extensive tests on artificial networks and real world networks give excellent results.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yuquan Guo
AU  - Xiongfei Li
PY  - 2016/01
DA  - 2016/01
TI  - Local Heuristic Genetic Algorithm for Discovering Community of Complex Networks
BT  - Proceedings of the 2015 2nd International Forum on Electrical Engineering and Automation (IFEEA 2015)
PB  - Atlantis Press
SP  - 92
EP  - 95
SN  - 2352-5401
UR  - https://doi.org/10.2991/ifeea-15.2016.20
DO  - 10.2991/ifeea-15.2016.20
ID  - Guo2016/01
ER  -