期刊文献+

神经网络算法的软件应用研究

Application Research on Neural Software
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摘要 BackPropagation神经网络是重要的人工神经网络,有强大的非线性映射、自学习、泛化容错能力,并能充分考虑主观因素,具有启发式搜索的特点。主要介绍BP网络算法用JAVA语言的实现方式及其在预测股票价格方面的应用。 Back Propagation as an important artificial neural network,has the ability of strong nonlinear mapping,self-larning and generalization fault tolerance.It can take into account all subjective factors,with a heuristic search feature.This paper introduces the BP network algorithm implemented using JAVA language and its application in stock price prediction.
作者 白鹏
出处 《机械管理开发》 2012年第1期201-203,共3页 Mechanical Management and Development
关键词 神经网络 人工神经网络 预测 neural network artificial neural networks predict
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  • 1Fishman M B,Barr D S.Using Neural Nets in Market Analysis[J].Technical Analysis of Stocks & Commodities,1991,9(4):135-138.
  • 2Trippi R R,Turban E.Neural Networks in Finance and Investing Using Artificial Intelligence to Improve Real-world Performance[M].Chicago:Probus Company,1993.
  • 3Kryzanowski L,Galler M,Wright D W.Using Artificial Neural Networks to Pick Stocks[J].Financial Analysts Journal,1993,49(2):21-27.
  • 4Sharda R,Patil R B.A Connectionist Approach to Time Series Prediction:an Empirical Test[J].Journal of Intelligent Manufacturing,1992,3(1):317-323.
  • 5Jain B A,Nag B N.Artificial Neural Network Models for Pricing Initial Public Offerings[J].Decision Sciences,1995,26(3):283-302.
  • 6Montagna G.Pricing Derivatives by Path in Integral and Neural Network[J].Physica A,2003,324(2):189-195.
  • 7Billings S A.Radial Basis Function Network Configuration Using Genetic Algorithms[J].Neural Networks,1995,8(6):877-890.
  • 8Sexton R S,Dorsey R E,Johnson J D.Toward Global Optimization for Artificial Neural Networks:A Comparison of the Genetic Algorithm and Back Propagation[J].Decision Support Systems,1998,22(2):171-185.

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