矿物机械活化人工神经网络-模糊专家系统的开发

来源期刊：中南大学学报(自然科学版)1999年第1期

论文作者：杨家红 李洪桂 赵显富 赵中伟 霍广生 郭睿倩

文章页码：21 - 25

关键词：人工神经网络;模糊专家系统;集成系统;知识库;机械活化;模糊推理

Key words：artificial neural network; fuzzy expert system; integrated system; knowledge base; mechanical activation of minerals; fuzzy reasoning

摘    要：针对矿物机械活化所涉及知识的复杂 性,把人工神经网络(ANN)和模糊专家系统(FES)有机地结合起来.用面向对象编程方法(OOP)在WindOWs95平台上开发出集知识库管理、数据库管理、模糊推理和人工神经网络等为一体的全32位集成系统.可根据矿物的结构性能等参数对矿物的机械活化效果进行预测,并且集成人工神经网络可有效地 抽取矿物的活化效果与矿物结构、性能之间的内在关系 .

Abstract: The knowldge related to the mechanical activation of minerals is very complex and so artificial neural network(ANN) and fuzzy expert system(FES)are organically integrated in a purely 32 bit integrated system, which is an organic unity of knowledge base management, database management system, fuzzy reasoning and aritifical neutral network and have been developed on the platform of Windows 95 by means of object oriented programming(OOP). The system can predict the activation effect of the minerals, and the integrated ANN can extract the internal law which is built into the relation between the activation effect and mineral′s constructor properties from the data in the presence of noise.