Browse Subjects >>

Products >>

Resources >>

Home > Proceeding >International Conference of China Communication (ICCC 2010 E...

International Conference of China Communication (ICCC 2010 E-BOOK)

Nan'ning,China,10.13-10.14,2010 E-Book 857pp

ISBN: 978-1-935068-33-4 Pub. Date: October 2010

Scientific Research Publishing, USA

Category: Engineering

Price: $120

Title: The Reliability Calculation Method of Bayesian Network Timing Simulation by Fusing Importance Sample
Source: International Conference of China Communication (ICCC 2010 E-BOOK) (pp 4-6)
Author(s): Qian-qian Guo, Department of Mechanical and Electronic Engineering Agricultural University of Hebei Baoding, Hebei Province,China 071001;
Qin Wang, Baoding Pascali CATV Integrated Information Network Co., Ltd 071051
Peng Wen, Department of Mechanical and Electronic Engineering Agricultural University of Hebei Baoding, Hebei Province,China 071001;
Li-min Huo, Department of Mechanical and Electronic Engineering Agricultural University of Hebei Baoding, Hebei Province,China 071001;
Li Chen, Department of Mechanical and Electronic Engineering Agricultural University of Hebei Baoding, Hebei Province,China 071001;
Ya-zhou Xing, Department of Mechanical and Electronic Engineering Agricultural University of Hebei Baoding, Hebei Province,China 071001;
Wei-na Liu, Department of Mechanical and Electronic Engineering Agricultural University of Hebei Baoding, Hebei Province,China 071001;
Abstract: According to the comparison and analysis of methods to reduce the variances in Monte-Carlo simulation, this paper has given a concrete method suitable for Bayesian network inference algorithm for time-sequence simulation to reduce variances. The new method uses Importance Sampling to decrease significantly simulation times and computation time and enhance the convergence and practicality of Bayesian network inference algorithm for time-sequence simulation. Test results from IEEE RTS test system have shown that this new method is effective and feasible.