计算机应用研究2016,Vol.33Issue(12):3743-3747,5.DOI:10.3969/j.issn.1001-3695.2016.12.050
融入自适应迁移的路径覆盖测试用例进化生成
Automatic generation of test data for paths coverage using evolutionary algorithm with self-adaptive immigrate
摘要
Abstract
Finding an effective approach for automatic test data generation is a key issue of software testing.This paper pro-posed an approach of biogeography-based optimization with self-adaptive immigrate for generating the test data automatically. According to the path coverage,it introduced the weighted factor into the branch function and converted to habitat suitability index.Adaptive changed the immigrating suitability index variable using global optimum habitat and the emigrating habitat.To the populations with satisfies conditions,self-adaptive mutation was in a specified range with fitness.The experiments on benchmark functions results show that this approach can improve the efficiency of generating test data automatically.关键词
测试用例生成/路径覆盖/自适应迁移/生物地理学优化Key words
test case generation/paths coverage/adaptive immigrate/biogeography-based optimization分类
信息技术与安全科学引用本文复制引用
范会联,曾广朴..融入自适应迁移的路径覆盖测试用例进化生成[J].计算机应用研究,2016,33(12):3743-3747,5.基金项目
重庆市教委自然科学技术研究项目(KJ131307);长江师范学院科研创新平台建设计划资助项目 ()