Automated test data generation based on particle swarm optimisation with convergence speed controller.
Fangqing LiuHan HuangXueqiang LiZhifeng HaoPublished in: CAAI Trans. Intell. Technol. (2017)
Keyphrases
- convergence speed
- particle swarm optimisation
- test data generation
- search based testing
- pso algorithm
- premature convergence
- simulated annealing algorithm
- search capabilities
- global search
- particle swarm optimization
- differential evolution
- pid controller
- particle swarm optimization algorithm
- test cases
- faster convergence
- improve the convergence speed
- particle swarm optimization pso
- fitness function
- convergence rate
- step size
- global optimization
- test functions
- population diversity
- optimization algorithm
- inertia weight
- software testing
- evolutionary algorithm
- control system
- optimisation problems
- simulated annealing
- control method
- particle swarm
- learning rate
- multi objective
- evolution strategy
- mutation operator
- genetic algorithm
- neural network
- hybrid algorithm
- swarm intelligence
- error rate
- genetic programming