Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Automated test data generation for programs with procedures
ISSTA '96 Proceedings of the 1996 ACM SIGSOFT international symposium on Software testing and analysis
ADTEST: A Test Data Generation Suite for Ada Software Systems
IEEE Transactions on Software Engineering
Software unit test coverage and adequacy
ACM Computing Surveys (CSUR)
Testing Computer Software
Korat: automated testing based on Java predicates
ISSTA '02 Proceedings of the 2002 ACM SIGSOFT international symposium on Software testing and analysis
Generating Software Test Data by Evolution
IEEE Transactions on Software Engineering
Test-Suite Reduction and Prioritization for Modified Condition/Decision Coverage
IEEE Transactions on Software Engineering
Instrumenting Programs With Flag Variables For Test Data Search By Genetic Algorithms
GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference
Exploring Very Large State Spaces Using Genetic Algorithms
TACAS '02 Proceedings of the 8th International Conference on Tools and Algorithms for the Construction and Analysis of Systems
Automated Software Test Data Generation for Complex Programs
ASE '98 Proceedings of the 13th IEEE international conference on Automated software engineering
Generating Test Data for Functions with Pointer Inputs
Proceedings of the 17th IEEE international conference on Automated software engineering
Breeding Software Test Cases for Complex Systems
HICSS '04 Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 9 - Volume 9
Test input generation with java PathFinder
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
Evolutionary testing in the presence of loop-assigned flags: a testability transformation approach
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
Evolutionary testing of classes
ISSTA '04 Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis
JCrasher: an automatic robustness tester for Java
Software—Practice & Experience
Check 'n' crash: combining static checking and testing
Proceedings of the 27th international conference on Software engineering
DART: directed automated random testing
Proceedings of the 2005 ACM SIGPLAN conference on Programming language design and implementation
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Leveraging User-Session Data to Support Web Application Testing
IEEE Transactions on Software Engineering
Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering
CUTE: a concolic unit testing engine for C
Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering
Automatic Test Generation: A Use Case Driven Approach
IEEE Transactions on Software Engineering
Integrating automated test generation into the WYSIWYT spreadsheet testing methodology
ACM Transactions on Software Engineering and Methodology (TOSEM)
The species per path approach to SearchBased test data generation
Proceedings of the 2006 international symposium on Software testing and analysis
Test input generation for java containers using state matching
Proceedings of the 2006 international symposium on Software testing and analysis
EXE: automatically generating inputs of death
Proceedings of the 13th ACM conference on Computer and communications security
Object-Oriented and Classical Software Engineering
Object-Oriented and Classical 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
A System to Generate Test Data and Symbolically Execute Programs
IEEE Transactions on Software Engineering
Evolutionary testing of flag conditions
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Generalized symbolic execution for model checking and testing
TACAS'03 Proceedings of the 9th international conference on Tools and algorithms for the construction and analysis of systems
Investigating the performance of genetic algorithm-based software test case generation
HASE'04 Proceedings of the Eighth IEEE international conference on High assurance systems engineering
Architectural overview of the computational intelligence testing tool
HASE'04 Proceedings of the Eighth IEEE international conference on High assurance systems engineering
Symstra: a framework for generating object-oriented unit tests using symbolic execution
TACAS'05 Proceedings of the 11th international conference on Tools and Algorithms for the Construction and Analysis of Systems
Eclat: automatic generation and classification of test inputs
ECOOP'05 Proceedings of the 19th European conference on Object-Oriented Programming
Towards software test data generation using discrete quantum particle swarm optimization
Proceedings of the 3rd India software engineering conference
An automated framework for software test oracle
Information and Software Technology
Evolutionary generation of test data for many paths coverage based on grouping
Journal of Systems and Software
Generating test data for both paths coverage and faults detection using genetic algorithms
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence
Artificial neural networks as multi-networks automated test oracle
Automated Software Engineering
Heuristic search-based approach for automated test data generation: a survey
International Journal of Bio-Inspired Computation
Cellular automata based test data generation
ACM SIGSOFT Software Engineering Notes
UML behavioral model based test case generation: a survey
ACM SIGSOFT Software Engineering Notes
Cellular-genetic test data generation
ACM SIGSOFT Software Engineering Notes
Artificial life and cellular automata based automated test case generator
ACM SIGSOFT Software Engineering Notes
Generating test data for both path coverage and fault detection using genetic algorithms
Frontiers of Computer Science: Selected Publications from Chinese Universities
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This paper proposes a dynamic test data generation framework based on genetic algorithms. The framework houses a Program Analyser and a Test Case Generator, which intercommunicate to automatically generate test cases. The Program Analyser extracts statements and variables, isolates code paths and creates control flow graphs. The Test Case Generator utilises two optimisation algorithms, the Batch-Optimistic (BO) and the Close-Up (CU), and produces a near to optimum set of test cases with respect to the edge/condition coverage criterion. The efficacy of the proposed approach is assessed on a number of programs and the empirical results indicate that its performance is significantly better compared to existing dynamic test data generation methods.