Genetic programming: on the programming of computers by means of natural selection
Genetic programming: on the programming of computers by means of natural selection
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Type inheritance in strongly typed genetic programming
Advances in genetic programming
Compositional pointer and escape analysis for Java programs
Proceedings of the 14th ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications
Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control and Artificial Intelligence
Software Testing Techniques
Handbook of Evolutionary Computation
Handbook of Evolutionary Computation
Thinking in Java
A search-based automated test-data generation framework for safety-critical systems
Systems engineering for business process change
Soot - a Java bytecode optimization framework
CASCON '99 Proceedings of the 1999 conference of the Centre for Advanced Studies on Collaborative research
Effective Software Test Automation: Developing an Automated Software Testing Tool
Effective Software Test Automation: Developing an Automated Software Testing Tool
Evolutionary testing of classes
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
Using evolutionary algorithms for the unit testing of object-oriented software
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Search-based software test data generation: a survey: Research Articles
Software Testing, Verification & Reliability
Preliminary design of JML: a behavioral interface specification language for java
ACM SIGSOFT Software Engineering Notes
Evolutionary Computation
Evolutionary unit testing of object-oriented software using strongly-typed genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Establishing structural testing criteria for Java bytecode
Software—Practice & Experience
Sofya: Supporting Rapid Development of Dynamic Program Analyses for Java
ICSE COMPANION '07 Companion to the proceedings of the 29th International Conference on Software Engineering
Software Testing Research: Achievements, Challenges, Dreams
FOSE '07 2007 Future of Software Engineering
The Current State and Future of Search Based Software Engineering
FOSE '07 2007 Future of Software Engineering
Automated Test Data Generation using Search Based Software Engineering
AST '07 Proceedings of the Second International Workshop on Automation of Software Test
Pareto efficient multi-objective test case selection
Proceedings of the 2007 international symposium on Software testing and analysis
The impact of input domain reduction on search-based test data generation
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
On Test Data Generation of Object-Oriented Software
TAICPART-MUTATION '07 Proceedings of the Testing: Academic and Industrial Conference Practice and Research Techniques - MUTATION
Evacon: a framework for integrating evolutionary and concolic testing for object-oriented programs
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
Strongly typed genetic programming
Evolutionary Computation
Proceedings of the 3rd international workshop on Automation of software test
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
Evolutionary software engineering, a review
Applied Soft Computing
Purity and side effect analysis for java programs
VMCAI'05 Proceedings of the 6th international conference on Verification, Model Checking, and Abstract Interpretation
Testing container classes: random or systematic?
FASE'11/ETAPS'11 Proceedings of the 14th international conference on Fundamental approaches to software engineering: part of the joint European conferences on theory and practice of software
EuroGP'10 Proceedings of the 13th European conference on Genetic Programming
Sound empirical evidence in software testing
Proceedings of the 34th International Conference on Software Engineering
Predicting software complexity by means of evolutionary testing
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
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In Evolutionary Testing, meta-heuristic search techniques are used for generating test data. The focus of our research is on employing evolutionary algorithms for the structural unit-testing of Object-Oriented programs. Relevant contributions include the introduction of novel methodologies for automation, search guidance and Input Domain Reduction; the strategies proposed were empirically evaluated with encouraging results. Test cases are evolved using the Strongly-Typed Genetic Programming technique. Test data quality evaluation includes instrumenting the test object, executing it with the generated test cases, and tracing the structures traversed in order to derive coverage metrics. The methodology for efficiently guiding the search process towards achieving full structural coverage involves favouring test cases that exercise problematic structures. Purity Analysis is employed as a systematic strategy for reducing the search space.