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动态数据驱动的软件模糊性建模的可靠性增长

Dynamic Data-Driven Fuzzy Modeling of Software Reliability Growth
作者:Olga Georgieva 作者单位:Department of Software Engineering, Faculty of Mathematics and Informatics, Sofia University, Bulgaria 加工时间:2013-09-24 信息来源:科技报告(other) 索取原文[12 页]
关键词:电子信息;软件;模糊性建模;可靠性
摘 要:The paper deals with a new model description of software reliability growth dynamics. The model is applicable to multi-stage reliability growth that covers the complex defect detection rate and is based on Takagi-Sugeno fuzzy inference engine The identification procedure determines model structure in real time based on evolving clustering algorithm. The clusters are discovered according to Gustafson-Kessel distance metric that copes with clusters of different shape and orientation. The developed model is validated through a case-study data set.
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