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A Conformation Method of Neural Networks Based on Multi-Agent
Author(s): 
Pages: 63-66
Year: Issue:  8
Journal: MEASUREMENT & CONTROL TECHNOLOGY

Keyword:  Agent神经网络构造;
Abstract: 将多Agent系统设计原理引入到神经网络的结构设计中,提出了基于多Agent系统设计原理的网络结构设计算法(MANN,multi-Agent neural network).该算法基于多Agent系统设计的原理,将较大神经网络的结构分解成一组结构较小的子神经网络,每一个子神经网络都具有相对较少的隐节点数.将这种网络结构应用到热工过程建模中,仿真结果表明MANN网络具有较高的泛化能力和运算速度.
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