A Comparative Analysis of NSGA-II and NSGA-III for Autoscaling Parameter Sweep Experiments in the Cloud.
Virginia YannibelliElina PaciniDavid A. MongeCristian MateosGuillermo RodríguezPublished in: Sci. Program. (2020)
Keyphrases
- nsga ii
- multi objective
- multi objective optimization
- evolutionary algorithm
- test problems
- pareto optimal
- multiobjective evolutionary algorithm
- multiobjective optimization
- optimization problems
- evolutionary multiobjective
- optimization algorithm
- multi objective differential evolution
- evolutionary multiobjective optimization
- multi objective optimization problems
- constrained multi objective optimization problems
- test functions
- multi objective evolutionary algorithms
- cloud computing
- optimal solution
- genetic algorithm
- mutation operator
- pareto dominance
- knapsack problem
- fitness function
- multiple objectives
- differential evolution
- bi objective
- objective function
- multi objective optimisation
- pareto optimal solutions
- multi objective problems
- crossover operator
- strength pareto evolutionary algorithm
- tabu search
- solution quality
- multi objective genetic algorithm
- computational intelligence
- cost function
- lower bound
- genetic operators
- dynamic programming
- heuristic methods
- simulated annealing
- genetic programming
- particle swarm optimization