PSO+LOA: hybrid constrained optimization for scheduling scientific workflows in the cloud.
Huifang LiDanjing WangJulio Ruben Cañizares AbreuQing ZhaoOrlando Bonilla PinedaPublished in: J. Supercomput. (2021)
Keyphrases
- constrained optimization
- scientific workflows
- constraint handling
- particle swarm optimization
- particle swarm optimization pso
- constrained optimization problems
- penalty function
- scientific data
- cloud computing
- service oriented
- unconstrained optimization
- particle swarm optimization algorithm
- global optimization
- multi objective
- workflow systems
- pso algorithm
- semantic annotation
- objective function
- particle swarm optimisation
- web services
- penalty functions
- genetic programming
- optimization algorithm
- fitness function
- genetic algorithm
- metaheuristic
- differential evolution
- iterative methods
- temporal constraints
- convergence speed
- file system