Computer Science ›› 2015, Vol. 42 ›› Issue (10): 175-179.

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Multi-model Synthesis Prediction of Software Reliability Based on Functional Networks

WANG Er-wei and WU Qi-zong   

  • Online:2018-11-14 Published:2018-11-14

Abstract: The functional networks were introduced into the prediction of software reliability,and based on its better explanatory and other attributes than neural network,a multi-model synthesis prediction method of software reliability based on functional networks was proposed.The estimated values of many single models were taken as the input,and the actual value was taken as the output,thus the structure of functional networks was established.The learning algorithm of functional networks was proposed and three training strategies were designed,all of which were conducted in tests accordingly.The test results show that in the third training strategy,the multi-model prediction method based on functional networks has better predictive accuracy,and is more effective than single-model and linear integrated models proposed by Lyu.

Key words: Software reliability,Functional networks,Mutil-model Synthesis

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