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遗传规划在采煤工作面瓦斯涌出量预测中的应用
引用本文:赵朝义,袁修干,孙金镖.遗传规划在采煤工作面瓦斯涌出量预测中的应用[J].应用基础与工程科学学报,1999(4).
作者姓名:赵朝义  袁修干  孙金镖
作者单位:北京航空航天大学人机环境研究所!北京100083
摘    要:采煤工作面瓦斯涌出量的预测对于矿井设计和安全生产有着重要意义.由于影响采煤工作面瓦斯涌出量的各因素之间关系不明确,而遗传规划特别适用于各影响因素之间因果关系不明确的复杂非线性问题,因此,它为预测采煤工作面瓦斯涌出量提供了一条新的技术途径.应用遗传规划理论,建立了采煤工作面瓦斯涌出量的预测模型.结果显示,预测精度满足要求.表明该方法是可行的、合理的

关 键 词:采煤工作面  瓦斯涌出量  遗传规划  预测

Application of Genetic Programming to Predicting the Amount of Gas Emitted from Coal Face
ZHAO Chaoyi,YUAN Xiugan,SUN Jinbiao.Application of Genetic Programming to Predicting the Amount of Gas Emitted from Coal Face[J].Journal of Basic Science and Engineering,1999(4).
Authors:ZHAO Chaoyi  YUAN Xiugan  SUN Jinbiao
Abstract:Predicting the amount of gas emitted from coal face is of great importance in the design of mine and production safety. The genetic programming is suitable to optimize the complex and non linear problems with uncertain relationship between cause and result, therefore it offers a new technique to predict the amount of gas emitted from coal face. Using genetic programming theory, a prediction model for the amount of gas emitted from coal face is established. It shows that its precision is well enough to meet the practical use. This method is feasible and reasonable.
Keywords:coal face  gas emission  genetic programming  prediction  
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