Summary
Asia-Pacific Network Operations and Management Symposium
2014
Session Number:S1
Session:
Number:S1-7
BP Neural Network-Based Web Service Selection Algorithm in the Smart Distribution Grid
Grid.LanLan Rui, Yinglin Xiong, Ke Xiao, Xuesong Qiu,
pp.-
Publication Date:2014/09/17
Online ISSN:2188-5079
Summary:
A good web selection algorithm can provide the most suitable service for users. However, known for its slow convergence rate and proneness of oscillation in its learning process, the traditional error back propagation neural network algorithm cannot be applied in the service selection scenarios of actual smart distribution grid. In order to meet the requirements of telecommunication technology for smart distribution grid and improve the quality of telecommunication service, this paper proposes an improved error back propagation algorithm, in which the learning factor can be self-adjusted with every iteration. The simulation results show an optimization of the training speed and an oscillation reduction in the learning process with the new algorithm, thus obvious optimizing the web services selection in smart distribution grid.