Code coverage optimisation in genetic algorithms and particle swarm optimisation for automatic software test data generation.
Chahine KoleejanBing XueMengjie ZhangPublished in: CEC (2015)
Keyphrases
- test data generation
- particle swarm optimisation
- software testing
- genetic algorithm
- fitness function
- code coverage
- test cases
- optimisation problems
- test suite
- test generation
- genetic algorithm ga
- software development
- simulated annealing algorithm
- pso algorithm
- genetic programming
- search capabilities
- evolutionary computation
- evolutionary algorithm
- evolution strategy
- software systems
- particle swarm optimization
- quality assurance
- premature convergence
- global search
- optimization algorithm
- particle swarm
- simulated annealing
- function optimization
- software engineering
- multi objective
- particle swarm optimization pso
- regression testing
- training data
- neural network
- optimization method
- metaheuristic
- crossover operator
- decision trees
- mutation operator
- static analysis
- convergence speed
- hybrid algorithm
- development process
- global optimization
- differential evolution
- tabu search
- test set