Improvement of Differential Evolution with Multipopulation-based Ensemble of Mutation Strategies.
Besma HeziliHichem TalbiPublished in: TACC (2021)
Keyphrases
- differential evolution
- evolutionary algorithm
- mutation operator
- optimization algorithm
- particle swarm optimization
- convergence speed
- test functions
- differential evolution algorithm
- genetic algorithm
- optimization method
- mutation strategy
- constrained optimization problems
- particle swarm optimization pso
- multi objective optimization
- premature convergence
- multi objective
- numerical optimization problems
- adaptive differential evolution
- function optimization problems
- evolution strategy
- evolutionary programming
- parameter optimization
- particle swarm
- neural network
- initial population
- real coded
- nsga ii
- biogeography based optimization
- training set
- solving global optimization problems
- artificial bee colony
- evolutionary computation
- simulated annealing
- crossover operator
- particle swarm optimization algorithm
- crossover and mutation
- direct search
- hybrid algorithm