摘要
在分析模糊神经网络(FNN)结构的基础上,根据潜艇指挥决策控制的特点,提出了利用模糊神经网络建立潜艇指挥决策控制模型.潜艇指挥决策控制过程是一个典型的模糊过程,模糊神经网络能够较好地处理模糊信息,并具备模糊推理能力.文中给出了适应潜艇指挥决策控制特点的模糊神经网络结构,推导了模糊神经网络学习算法,并探讨了基于模糊神经网络的潜艇指挥决策控制模型在潜艇指挥控制系统中的应用.
In this paper a submarine command decision control model of FNN based on analysis of FNN and characteristics of submarine decision control is established. The process of submarine decision control is a representative fuzzy process. FNN can properly deal with fuzzy information and has consequence ability. This paper advances a FNN framework adapted to submarine decision control, deduces learning algorithm of FNN and discusses applications of the FNN models in submarine command control system.
出处
《船舶工程》
CSCD
北大核心
2005年第3期60-63,共4页
Ship Engineering
关键词
潜艇
神经网络
模糊系统
指挥决策控制
submarine
neural networks
fuzzy system
command decision control
