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Web of Proceedings - Francis Academic Press
Web of Proceedings - Francis Academic Press

Research and Application on Fuzzy Clustering Based on Genetic Algorithm

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DOI: 10.25236/csbioe.2018.17


Zhang Yuhong

Corresponding Author

Zhang Yuhong


As for shortages such as wiring and expansion in traditional fire alarm system, under condition of lacking of wireless fire early-warning product, this paper applies wireless sensor network technology and multi-sensor fusion technology to design one wireless fire probability classified early-earning system. This system can adopt ZigBee technology to quickly establish star early-warning network, as well as gives early warning of fire occurrence tendency according to probability etc, so that it can adapt to fire early warning and alarm requirement in various of complicated environment.


Fuzzy clustering, Genetic algorithm, Information entropy, FCM.