基于BP神經(jīng)網(wǎng)絡(luò)的海軍中繼級修理能力評估

該文首先介紹了神經(jīng)網(wǎng)絡(luò)的基本原理和方法,在系統(tǒng)分析海軍中繼級修理能力各種影響因素的基礎(chǔ)上,構(gòu)建了海軍中繼級修理能力評估指標體系。接著詳細設(shè)計了用于評估修理能力的神經(jīng)網(wǎng)絡(luò)模型,并利用MATLAB 仿真軟件對結(jié)果進行了計算和分析。結(jié)果表明BP 神經(jīng)網(wǎng)絡(luò)具有很強的解決復雜非線性關(guān)系問題的特點,適用于對維修保障系統(tǒng)等復雜系統(tǒng)的分析和評價。
關(guān)鍵詞：神經(jīng)網(wǎng)絡(luò)；中繼級修理； 能力；評估
Application of BP Neural Network in the Estimation of Naval AVIM'S Capability
TIAN Hua ZHU Jian-chong JIN Xing Yao Zuo-qing （Dept．of Management Sci., Naval Univ. of Engineering, Wuhan 430033,China） ABSTRACT: In this paper the basic principle and method are firstly introduced a BP neural network model of Naval AVIM'S Capability is designed, and an evaluation index system is constructed based on influence factor
analysis. At last, the result is calculated an analyzed by using MATLAB software. So, we can learn that BP neural network is a suitable tool for settling a complex nonlinearity relation problem.
KEYWORDS: Neural network; AVIM; capability; Estimation