Improving the search efficiency of differential evolution algorithm by population diversity analysis and adaptation of mutation step sizes.
Dhanya M. DhanalakshmyM. S. AkhilaC. R. VidhyaG. JeyakumarPublished in: Int. J. Adv. Intell. Paradigms (2020)
Keyphrases
- search efficiency
- population diversity
- evolutionary algorithm
- differential evolution algorithm
- differential evolution
- convergence speed
- premature convergence
- step size
- search capabilities
- fitness function
- particle swarm optimization
- evolutionary programming
- mutation operator
- crossover operator
- simulated annealing
- optimization method
- multi objective optimization
- genetic algorithm ga
- optimization algorithm
- multi objective
- constrained optimization
- cost function
- evolutionary strategy
- function optimization