关键词: 信息系统 模糊综合评价 神经网络 反向传播算法

Abstract:

This paper proposes a model which combines artificial neural networks and the methods of fuzzy comprehensive evaluation. It first creates a hierarchic  al criterion model according to the components of information systems and the security elements, computes the weight of each criterion by the AHP method, Then with the help of various security tools, it constructs a forward artificial neural network by fuzzy comprehensive evaluation methods. Finally, it tunes the weights with the BP algorithm. Based on this model,a security evaluation software of information systems is implemented.

Key words: information system, fuzzy comprehensive evaluation, artificial neural network, back propagation algorithm