A novel mutation strategy selection mechanism for differential evolution based on local fitness landscape.
Zhiping TanKangshun LiYuan TianNajla Al-NabhanPublished in: J. Supercomput. (2021)
Keyphrases
- selection mechanism
- fitness landscape
- mutation strategy
- differential evolution
- evolutionary algorithm
- mutation operator
- evolutionary computation
- genetic algorithm
- multi objective
- convergence speed
- differential evolution algorithm
- evolutionary search
- premature convergence
- crossover and mutation
- particle swarm optimization
- multi objective optimization
- optimization problems
- crossover operator
- optimization algorithm
- fitness function
- optimization method
- particle swarm optimization pso
- mutation rate
- particle swarm optimizer
- evolution strategy
- genetic programming
- evolutionary programming
- function optimization
- hybrid algorithm
- simulated annealing
- initial population
- wider range
- population size
- evolutionary strategy
- evolutionary computing
- genetic algorithm ga
- particle swarm
- search space
- population dynamics
- crossover rate
- genetic operators
- nsga ii
- pso algorithm
- lower bound