计算机与数字工程2019，Vol.47Issue(3)：520-523,549,5.DOI:10.3969/j.issn.1672-9722.2019.03.007
一种改进油田产量预测算法的研究
Study on Ice Melting Method of Distribution Line Without Losing Electricity
摘要
Abstract
In view of the slow convergence speed and low precision of oilfield production prediction algorithm,a prediction al?gorithm of oilfield production based on BP network algorithm is proposed in this paper. The algorithm through the forecast weight ad?justment operator into the adaptive algorithm in the BP network,in the process of optimization of reverse bias to adjust the connec?tion weights of the network,accelerates the prediction speed of convergence of the algorithm,and makes the algorithm to get rid of possible defects in the local optimal sample data under the condition of insufficient,reduces the prediction results of deviation that makes up the disadvantage of the traditional BP network prediction algorithm. Finally,a numerical example is given to demonstrate the effectiveness of the proposed algorithm and the advantages of the traditional BP network algorithm.关键词
BP网络/产量预测/权值调整/算法收敛/非线性系统Key words
BP network/yield prediction/weight adjustment/algorithm convergence/nonlinear system分类
信息技术与安全科学引用本文复制引用
张旭,谷尚震,刘卫华..一种改进油田产量预测算法的研究[J].计算机与数字工程,2019,47(3):520-523,549,5.基金项目
重庆市教委科学技术研究项目(编号:KJ1501335)资助. （编号:KJ1501335）
