Techniques for Maintaining Population Diversity in Classical and Agent-Based Multi-objective Evolutionary Algorithms.
Rafal DrezewskiLeszek SiwikPublished in: International Conference on Computational Science (2) (2007)
Keyphrases
- population diversity
- multi objective evolutionary algorithms
- evolutionary algorithm
- multi objective
- solution quality
- convergence speed
- multi objective optimization
- nsga ii
- differential evolution
- test problems
- particle swarm optimization
- crossover operator
- search efficiency
- fitness function
- evolutionary computation
- optimization problems
- premature convergence
- evolutionary strategy
- mutation operator
- genetic algorithm
- genetic programming
- particle swarm
- genetic algorithm ga
- optimization method
- multi criteria
- optimization algorithm
- multiobjective optimization
- hybrid algorithm
- multiple objectives
- optimal solution
- machine learning
- global optimization
- computational efficiency
- global search
- metadata