An evaluation of Differential Evolution in software test data generation.
Ricardo Landa BecerraRamón SagarnaXin YaoPublished in: IEEE Congress on Evolutionary Computation (2009)
Keyphrases
- differential evolution
- test data generation
- simulated annealing algorithm
- evolutionary algorithm
- test cases
- premature convergence
- differential evolution algorithm
- mutation operator
- search based testing
- optimization algorithm
- convergence speed
- software testing
- test case generation
- particle swarm optimization
- numerical optimization problems
- genetic algorithm
- particle swarm optimization pso
- fitness function
- optimization method
- hybrid algorithm
- software development
- global optimization problems
- multi objective optimization
- generation algorithm
- real coded
- evolutionary strategy
- test generation
- solving global optimization problems
- crossover operator
- evolutionary computation
- simulated annealing
- multi objective
- particle swarm
- parameter optimization
- pso algorithm
- artificial bee colony
- learning algorithm
- global search
- test data
- genetic programming
- artificial neural networks
- feature space