| 人工神经网络与专家系统集成模式及管理应用研究 |
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| 引用本文： | 冯玉强,黄梯云.人工神经网络与专家系统集成模式及管理应用研究[J].情报学报,1999,18(3):590. |
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| 作者姓名： | 冯玉强 黄梯云 |
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| 作者单位： | 哈尔滨工业大学管理学院,哈尔滨,150001 |
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| 摘 要： | 论文详细分析了神经网络与专家系统自身机制、处理过程及算法的异同，论述了各自的优势与不足；从功能与结构关系方面对二者的集成模式进行了分类研究，给出四种分类模式；最后给出了一个具体的集成实例的设计与分析，用于辅助管理人员进行股票评估。这个实例也进一步证明了集成系统的优势及如何增强辅助管理决策的能力。二者适当充分的集成可以构成一个更高级的智能支持系统。
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| 关 键 词： | 神经网络 专家系统 集成模式 |
| 修稿时间： | 1998年10月5日 |
Research on the Models of Integrating ANN with ES and Their Applications in Managerial Decisions |
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| Feng Yuqiang and Huang Tiyun.Research on the Models of Integrating ANN with ES and Their Applications in Managerial Decisions[J].Journal of the China Society for Scientific andTechnical Information,1999,18(3):590. |
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| Authors: | Feng Yuqiang and Huang Tiyun |
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| Abstract: | This paper studies the differences of mechanism,procedures and algorithms in each of ANN and ES,and the advantages and disadvantages of each method used alone,and discusses the synergism of expert and neural network technologies.The models of integrating a knowledge based expert system with a neural network can be explored in terms of their functional and structural relationships in the models.Four integration model architectures are identified.In this case study an integrated model is designed to assist managers for forecasting the performance of stock.It demonstrates the advantages of this integrated approach and how it can enhance support for managerial decision making. |
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| Keywords: | artificial neural network expert system integrated model |
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