Title :
A study of software reliability models choice based on bidirectional learning fuzzy neural network
Author :
Chao, Bing ; Xu, RenZuo ; Gu, MinYan
Author_Institution :
State Key Lab. of Software Eng., Wuhan Univ., Wuhan, China
Abstract :
The calculation of software reliability is chiefly dependent on choice of software reliability models (SRMs) and the ways of software reliability computation is not invariable through software life cycle as well. In this paper, a multi-variables two-way learning fuzzy neural network is presented, by which the problem of comparison and choice of SRMs could be solved effectively and the system reliability factors could be decided as early as possible.
Keywords :
fuzzy neural nets; learning (artificial intelligence); software reliability; bidirectional learning fuzzy neural network; multivariables two-way learning fuzzy neural network; software life cycle; software reliability models; system reliability factors; Artificial neural networks; Chaos; Computer architecture; Fuzzy control; Fuzzy neural networks; Laboratories; Programming; Software engineering; Software reliability; Testing; Fuzzy neural network; SRMs; reliability factors;
Conference_Titel :
Industrial Engineering and Engineering Management, 2009. IEEM 2009. IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-4869-2
Electronic_ISBN :
978-1-4244-4870-8
DOI :
10.1109/IEEM.2009.5373363
