Title :
Research on Prediction Method to Natural Disaster Based on Genetic Algorithm
Author :
Li, Xinyun ; Li, Yong
Author_Institution :
Coll. of Inf. Manage., Shandong Economic Univ., Jinan, China
Abstract :
The method of using genetic algorithm to estimate parameters of natural disaster predicting model is given. Two long-term predicting models of agricultural area suffering from natural disaster are set up by using this method in Shandong Province. The models include one and two periodic components respectively. The research shows that genetic algorithm can be used to estimate parameters of complex predicting model of natural disaster. And the method is able to seek out the optimum model in theory.
Keywords :
agriculture; disasters; genetic algorithms; parameter estimation; prediction theory; Shandong Province; agricultural area; genetic algorithm; natural disaster; parameter estimation; periodic component; prediction method; Biological cells; Computer science; Educational institutions; Encoding; Genetic algorithms; Information management; Parameter estimation; Prediction methods; Predictive models; Software engineering; genetic algorithm; natural disaster; parameter estimation; period computation; predicting model;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.156
