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融入自适应迁移的路径覆盖测试用例进化生成

范会联 曾广朴

计算机应用研究2016,Vol.33Issue(12):3743-3747,5.
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

范会联 1曾广朴1

作者信息

  • 1. 长江师范学院 计算机工程学院,重庆408100
  • 折叠

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 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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