灰色云模型及其在复杂智能决策支持系统中的应用

2008 ISECS International Colloquium on Computing, Communication, Control, and Management Pub Date : 2008-08-03 DOI:10.1109/CCCM.2008.292

Hongli Wang

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引用次数: 9

摘要

为了提高处理复杂决策问题的支持能力，提出了灰色云模型和基于灰色云模型的智能决策支持系统(IDSS)。提出了一种新的不确定模型——灰云模型。首先给出了灰色模型的定义描述。然后提出了知识库中基于灰云模型的知识表示不确定性。提出了基于的数据挖掘方法。最后给出了基于灰云模型的数据挖掘在智能决策支持系统中的应用实例，验证了灰云模型的有效性。方法的创新之处在于灰色云模型和基于灰色云的智能决策支持系统能够客观地表达复杂问题的特征。这提高了系统处理复杂决策问题的支持能力。

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Grey Cloud Model and Its Application in Intelligent Decision Support System Supporting Complex Decision

In order to improve the support ability of dealing with the complex decision problem, grey cloud model and intelligent decision support system (IDSS) based on grey cloud model is proposed. A new uncertain model, grey cloud model is proposed. Firstly the definition depiction of grey model is given. Then representation uncertain of knowledge based on grey cloud model in knowledge database is proposed. The data mining method based on is proposed. Lastly the case of data mining based on grey cloud model in intelligent decision support system is given to verify the validity of grey cloud model. The innovation of method is that the grey cloud model and intelligent decision support system based on grey cloud objectively express the character of complex problem. This increases the support ability of dealing with the complex decision problem in IDSS.

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来源期刊

2008 ISECS International Colloquium on Computing, Communication, Control, and Management

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