An efficient strategy for covering array construction with fuzzy logic-based adaptive swarm optimization for software testing use

作者:

Highlights:

• New approach is used to generate combinatorial test suites

• Fuzzy-based strategy developed to generate the test cases using adaptive technique

• It is a new approach in developing Artificial Intelligent and Expert systems

• The strategy proves its efficiency, performance compared to its counterparts

• The strategy proves its effectiveness also through the case study

摘要

•New approach is used to generate combinatorial test suites•Fuzzy-based strategy developed to generate the test cases using adaptive technique•It is a new approach in developing Artificial Intelligent and Expert systems•The strategy proves its efficiency, performance compared to its counterparts•The strategy proves its effectiveness also through the case study

论文关键词:Covering array,Fuzzy logic,Combinatorial design,Particle swarm optimization,Software testing,Test generation tools,Search-based software engineering

论文评审过程:Received 3 April 2015, Revised 26 June 2015, Accepted 10 July 2015, Available online 26 July 2015, Version of Record 6 September 2015.

论文官网地址:https://doi.org/10.1016/j.eswa.2015.07.029