Created by W.Langdon from gp-bibliography.bib Revision:1.6712
Replications and Negative Results
line, branch, conditional branch, and weak mutation coverage (ie how many mutants does the test suite detect).
Replication package code https://github.com/justynapt/ssbse2020RENE python3, java, R, MacOS
GI & EvoSuite to reduce runtime of Java programs. output diversity metric. Triangle and nine sort programs, 14 to 52 lines of Java code. Gin PatchAnalyser held out test suite.
420000 patches generated and tested in 16 hours.
'GI can indeed find valid and non-overfitting patches'
'manually created test suites generate patches that overfit significantly less than patches generated with automatically generated test suites.'
With EvoSuite 'test suite (coverage) measures seem to have no bearing on how good a test suite is for the purpose of applying genetic improvement'
Genetic Programming entries for Mingyi Lim Giovani Guizzo Justyna Petke