Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS.
Joaquín DerracSalvador GarcíaSheldon HuiFrancisco HerreraPonnuthurai Nagaratnam SuganthanPublished in: SDE (2013)
Keyphrases
- evolutionary search
- statistical analysis
- evolutionary algorithm
- differential evolution
- simulated annealing
- convergence speed
- premature convergence
- fitness function
- hybrid evolutionary
- extremal optimization
- genetic algorithm
- hybrid algorithm
- search procedure
- genetic algorithm ga
- feature selection
- convergence rate
- case study
- statistical methods
- search space
- multi objective optimization
- multi objective
- clinical data
- expert systems
- statistical analyses
- multi objective evolutionary algorithms
- mutation operator
- tabu search
- fuzzy logic
- genetic programming
- optimization method
- metaheuristic
- global search
- benchmark problems
- active learning
- evolutionary process
- optimization algorithm
- combinatorial optimization
- fitness landscape