Evolutionary algorithm with convergence speed controller for automated software test data generation problem.
Fangqing LiuHan HuangZhifeng HaoPublished in: CEC (2017)
Keyphrases
- test data generation
- convergence speed
- evolutionary algorithm
- differential evolution
- search based testing
- fitness function
- simulated annealing algorithm
- population diversity
- test cases
- premature convergence
- simulated annealing
- mutation operator
- strong robustness
- software testing
- test case generation
- multi objective
- particle swarm optimization
- evolutionary computation
- particle swarm optimization algorithm
- step size
- optimization problems
- convergence rate
- genetic algorithm
- multi objective optimization
- steady state error
- fuzzy controller
- genetic programming
- particle swarm optimization pso
- global search
- optimization method
- particle swarm
- generation algorithm
- pso algorithm
- artificial intelligence
- learning rate
- test suite
- genetic algorithm ga
- crossover operator
- optimization algorithm
- nsga ii
- inertia weight
- test generation
- control system
- neural network
- quantum evolutionary algorithm
- metaheuristic
- evolutionary strategy
- control scheme
- closed loop
- hybrid algorithm