Automated test case generation for path coverage using Hierarchical Surrogate-Assisted Differential Evolution.
Lin GaoSongyan BaiMingxing LiuFan LiPublished in: Appl. Soft Comput. (2024)
Keyphrases
- differential evolution
- test case generation
- test suite
- evolutionary algorithm
- test cases
- differential evolution algorithm
- optimization algorithm
- convergence speed
- particle swarm optimization
- optimization method
- test data generation
- mutation operator
- software testing
- particle swarm optimization pso
- genetic algorithm
- premature convergence
- hybrid algorithm
- global optimization problems
- numerical optimization problems
- object oriented systems
- parameter optimization
- function optimization problems
- multi objective
- crossover operator
- evolutionary computation
- particle swarm
- static analysis
- solving global optimization problems
- real coded
- java programs
- artificial bee colony
- multi objective optimization
- evolutionary search
- fitness function
- software engineering
- multi agent systems
- objective function