Evolutionary Testing is an emerging methodology for automatically generating high quality test data. The focus of this paper is on presenting an approach for generating test cases for the unit-testing of object-oriented programs, with basis on the information provided by the structural analysis and interpretation of Java bytecode and on the dynamic execution of the instrumented test object. The rationale for working at the bytecode level is that even when the source code is unavailable, insight can still be obtained and used to guide the search-based test case generation process. Test cases are represented using the Strongly Typed Genetic Programming paradigm, which effectively mimics the polymorphic relationships, inheritance dependences and method argument constraints of object-oriented programs.
Conference
International Workshop on Nature Inspired Cooperative Strategies for Optimization, November 2007
Cited by
Year 2013 : 4 citations
A Arcuri, G Fraser, 'Parameter tuning or default values? An empirical investigation in search-based software engineering', 2013. Link: http://link.springer.com/article/10.1007/s10664-013-9249-9 Google Scholar ID: 10191189203822146179
F Peters, T Menzies, L Gong, H Zhang, 'Balancing privacy and utility in cross-company defect prediction', 2013. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6419712 Google Scholar ID: 10191189203822146179
G Fraser, A Arcuri, 'Whole test suite generation', 2013. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6152257 Google Scholar ID: 10191189203822146179
G Fraser, A Arcuri, 'Handling test length bloat', 2013. Link: http://onlinelibrary.wiley.com/doi/10.1002/stvr.1495/full Google Scholar ID: 10191189203822146179
Year 2011 : 8 citations
A Arcuri, G Fraser, 'On parameter tuning in search based software engineering', 2011. Link: http://link.springer.com/chapter/10.1007/978-3-642-23716-4_6 Google Scholar ID: 10191189203822146179
A Mehrmand, R Feldt, 'A factorial experiment on scalability of search based software testing', 2011. Link: http://arxiv.org/abs/1101.2301 Google Scholar ID: 10191189203822146179
G Fraser, A Arcuri, 'Evolutionary generation of whole test suites', 2011. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6004309 Google Scholar ID: 10191189203822146179
G Fraser, A Arcuri, 'It is not the length that matters, it is how you control it', 2011. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5770604 Google Scholar ID: 10191189203822146179
G Fraser, A Zeller, 'Exploiting common object usage in test case generation', 2011. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5770597 Google Scholar ID: 10191189203822146179
L Cardamone, A Mocci, C Ghezzi, 'Dynamic synthesis of program invariants using genetic programming', 2011. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5949677 Google Scholar ID: 10191189203822146179
S Yoo, M Harman, S Ur, 'Highly scalable multi objective test suite minimisation using graphics cards', 2011. Link: http://link.springer.com/chapter/10.1007/978-3-642-23716-4_20 Google Scholar ID: 10191189203822146179
Y Li, G Fraser, 'Bytecode testability transformation', 2011. Link: http://link.springer.com/chapter/10.1007/978-3-642-23716-4_21 Google Scholar ID: 10191189203822146179
Year 2010 : 5 citations
A Hosseingholizadeh, 'A source-based risk analysis approach for software test optimization', 2010. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5485639 Google Scholar ID: 10191189203822146179
A Hosseingholizadeh, 'A Study On Automatic Software Quality And Reliability Anlaysis', 2010. Link: http://digitalcommons.ryerson.ca/dissertations/1403/ Google Scholar ID: 10191189203822146179
GHL Pinto, SR Vergilio, 'A multi-objective genetic algorithm to test data generation', 2010. Link: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5670025 Google Scholar ID: 10191189203822146179
K Jansen, 'Instrumentation and transformation of Java source code for automated testing with search-based testing algorithms', 2010. Link: https://www.duo.uio.no/handle/10852/8791 Google Scholar ID: 10191189203822146179
L Araki, SR Vergilio, 'Um framework de geraçao de dados de teste para critérios estruturais baseados em código objeto Java', 2010. Link: http://sbrc2010.inf.ufrgs.br/anais/data/pdf/wtf/st03_01_wtf.pdf Google Scholar ID: 10191189203822146179
Year 2009 : 2 citations
A Arcuri, 'Automatic software generation and improvement through search based techniques', 2009. Link: http://etheses.bham.ac.uk/400/ Google Scholar ID: 10191189203822146179
M Harman, SA Mansouri, Y Zhang, 'Search based software engineering: A comprehensive analysis and review of trends techniques and applications', 2009. Link: http://crest.cs.ucl.ac.uk/fileadmin/crest/sebasepaper/HarmanMZ09.pdf Google Scholar ID: 10191189203822146179
