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Research of Intelligent Decision Support System based on Neural Networks

机译:基于神经网络的智能决策支持系统研究

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Although the decision support systems (DSS) theory and application has already taken significant progress, the development of DSS is strongly challenged for the bottleneck of existing serial characters store and process mechanism. The neural network is an ultra large-scale, time dynamic system with highly nonlinear. Its most important features are paralleled distributive treatment with large scale, high robust and learning and memory function. The research of intelligent decision support system combining neural networks have a highly theoretical and practical value, and becomes one of decision support system's research fronts. The paper discusses the problems in DSS, illustrates the mechanism of parallel process using neural networks, proposes the research frame of intelligent decision support system combined with neural networks, concretely describes the implementation thoughts and methods of key problems, and analyses the basic assignment and method of all levels.
机译:虽然决策支持系统(DSS)理论和应用程序已经取得了重大进展,但DSS的开发对于现有的串行字符存储和过程机制的瓶颈强烈挑战。神经网络是一种超大型时间动态系统,具有高度非线性。其最重要的特征是具有大规模,高强度和学习和记忆功能的平行分配处理。组合神经网络结合的智能决策支持系统的研究具有高度理论和实用的价值,成为决策支持系统的研究前沿之一。本文讨论了DSS中的问题,说明了使用神经网络的并行过程的机制,提出了与神经网络相结合的智能决策支持系统的研究框架,具体地描述了关键问题的实现思想和方法,并分析了基本分配和方法各级。

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