火力与指挥控制2012，Vol.37Issue(12)：23-26,4.
基于GA-BP算法的飞机维修人员安全预测模型
Safety Forecast Model of Aircraft Maintenance Technicians Based on GA-BP Arithmetic
摘要
Abstract
In order to scientific predict the safety of the aircraft maintenance technicians, the safety evaluation index is established. Different kinds of aircraft maintenance technicians safety evaluation index originality training data and test data are gained by expert mark method, used the BP-GDM model, BP-LM model and GA-BP-LM model to train and predict, the simulation result show that: the forecast precision of BP-GDM model is the worst and consume lots of time, but GA-BP-LM gained the best forecast precision and the lest simulation time, the BP-LM was placed in the middle. What's more GA-BP-LM model had the smallest opposite error fluctuate, and the average opposite error value is only 3. 33%, which matched well with the expect requirement, the model provide effective method for predict of aircraft maintenance technicians safety.关键词
维修人员/安全预测/安全指标/BP-LM模型/GA-BP-LM模型Key words
maintenance technician/safety forecast/safety evaluation index/BP-LM model/GA-BP-LM model分类
资源环境引用本文复制引用
林嘉豪,李克武,刘楠,张兵..基于GA-BP算法的飞机维修人员安全预测模型[J].火力与指挥控制,2012,37(12):23-26,4.基金项目
国家自然科学基金资助项目(71071126) （71071126）
