Software defect prediction method based on GA-FM fuzzy integral
This paper studied the application of fuzzy measure and fuzzy integral in the software defects classification.The method proposed in the paper Learns fuzzy measures of software modules” attributes and attributes set by using genetic algorithm,uses Choquet fuzzy integral algorithm fused attributes of software modules,and then outputs the class label of software module.Experimental results showed that there is an interaction between attributes of software modules,which proved the fuzzy integral fusing method based on GA-FM (Fuzzy Measure based on Genetic Algorithm ) can improve software defect prediction accuracy rate.
defect prediction fuzzy measure fuzzy integral genetic algorithm
国内会议
湖北恩施
英文
1-7
2014-09-13（万方平台首次上网日期，不代表论文的发表时间）