Local Heuristic Genetic Algorithm for Discovering Community of Complex Networks
Yuquan Guo, Xiongfei Li
Available Online January 2016.
- https://doi.org/10.2991/ifeea-15.2016.20How to use a DOI?
- Complex network;Heuristic Function; Community Structure; Genetic Algorithm
- 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.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
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 - 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 - https://doi.org/10.2991/ifeea-15.2016.20 ID - Guo2016/01 ER -