Automated Test Data Generation using Search Based Software Engineering
AST '07 Proceedings of the Second International Workshop on Automation of Software Test
Proceedings of the 2007 international symposium on Software testing and analysis
A multi-objective approach to search-based test data generation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Ant colony optimisation for generation of conformance testing sequences using a characterising set
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
Fitness calculation approach for the switch-case construct in evolutionary testing
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Crossover Can Be Constructive When Computing Unique Input Output Sequences
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Evolutionary generation of unique input/output sequences for class behavioral testing
Computers & Mathematics with Applications
Search-based failure discovery using testability transformations to generate pseudo-oracles
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Aiding Test Case Generation in Temporally Constrained State Based Systems Using Genetic Algorithms
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Combining Genetic Algorithms and Mutation Testing to Generate Test Sequences
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Estimating the feasibility of transition paths in extended finite state machines
Automated Software Engineering
A platform for search-based testing of concurrent software
Proceedings of the 8th Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging
Non-uniform mutation rates for problems with unknown solution lengths
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Transition coverage testing for simulink/stateflow models using messy genetic algorithms
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Collisions are helpful for computing unique input-output sequences
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
A preliminary general testing method based on genetic algorithms
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
A case study on the use of genetic algorithms to generate test cases for temporal systems
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
An orchestrated survey of methodologies for automated software test case generation
Journal of Systems and Software
Runtime analysis of the (1+1) EA on computing unique input output sequences
Information Sciences: an International Journal
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This paper describes a method for automatically generating unique input output (UIO) sequences for FSM conformance testing. UIOs are used in conformance testing to verify the end state of a transition sequence. UIO sequence generation is represented as a search problem and genetic algorithms are used to search this space. Empirical evidence indicates that the proposed method yields considerably better (up to 62% better) results compared with random UIO sequence generation.