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Multi-model synthesis dynamic prediction of software reliability based on inclusion degree theory
基于包含度理论的软件可靠性多模型综合动态预计

Keywords: inclusion degree theory,software reliability,multi-model synthesis,dynamic prediction
包含度理论
,软件可靠性,多模型综合,动态预计,度理论,软件可靠性,多模,型综合,动态预计,degree,theory,inclusion,based,software,reliability,prediction,dynamic,有效性,分析验证,软件工程,互相补偿,特性,类型,权重,分模型,可靠性模型

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Abstract:

Different reliability models result in different reliability predictions for the same software, and failed process of the same software could not be described using a single model in software reliability project. Concerning these problems, a multi-model synthesis dynamic prediction method for software reliability based on inclusion degree theory was proposed. The definition of attribute importance degree based on inclusion degree theory and a select method of inclusion degree function were presented. Then the process of multi-model synthesis dynamic prediction for software reliability was put forward. This method integrates the strong points of various models and makes in-homogeneity model compensating each other through dynamic changing their weights, which can solve the practical problems in software engineering. A case study was done to demonstrate the feasibility of this method.

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