On the Performance Degradation of Dominance-Based Evolutionary Algorithms in Many-Objective Optimization.
Thiago SantosRicardo H. C. TakahashiPublished in: IEEE Trans. Evol. Comput. (2018)
Keyphrases
- evolutionary algorithm
- pareto dominance
- multi objective
- multi objective optimization
- nsga ii
- pareto optimal
- multiple objectives
- optimization problems
- evolutionary computation
- multiobjective optimization
- multi objective evolutionary algorithms
- optimization algorithm
- differential evolution
- fitness function
- simulated annealing
- mutation operator
- genetic programming
- genetic algorithm
- genetic operators
- evolutionary search
- particle swarm optimization
- differential evolution algorithm
- crossover operator
- multi criteria
- evolution strategy
- evolutionary process
- constrained optimization problems
- data sets
- fitness landscape
- machine learning