A Level-Wise Load Balanced Scientific Workflow Execution Optimization using NSGA-II.
Phyo Thandar ThantCourtney PowellMartin SchlueterMasaharu MunetomoPublished in: CCGrid (2017)
Keyphrases
- nsga ii
- evolutionary multiobjective
- multi objective
- optimization problems
- optimization algorithm
- multiobjective optimization
- multi objective evolutionary algorithms
- evolutionary algorithm
- uniform design
- test problems
- multi objective optimization
- pareto optimal
- workflow execution
- multi objective differential evolution
- multiobjective evolutionary algorithm
- differential evolution
- scientific workflows
- multi objective optimization problems
- multiple objectives
- constrained multi objective optimization problems
- bi objective
- particle swarm optimization
- evolutionary multiobjective optimization
- genetic algorithm
- objective function
- np hard
- metaheuristic
- fitness function
- data management
- optimal solution
- pareto optimal solutions
- knapsack problem