Differential evolution with dynamic combination based mutation operator and two-level parameter adaptation strategy.
Libao DengChunlei LiYanfei LanGaoji SunChangjing ShangPublished in: Expert Syst. Appl. (2022)
Keyphrases
- differential evolution
- mutation operator
- evolutionary algorithm
- premature convergence
- optimization algorithm
- differential evolution algorithm
- evolutionary strategy
- mutation strategy
- convergence speed
- evolutionary programming
- genetic algorithm
- particle swarm optimization
- function optimization
- crossover operator
- particle swarm optimization pso
- optimization method
- evolution strategy
- genetic operators
- hybrid algorithm
- numerical optimization problems
- multi objective optimization
- initial population
- constrained optimization problems
- simulated annealing algorithm
- solving global optimization problems
- optimal parameter settings
- global optimization problems
- parameter optimization
- nsga ii
- genetic programming
- multi objective
- biogeography based optimization
- harmony search
- crossover and mutation
- inertia weight
- simulated annealing
- fitness function
- particle swarm optimization algorithm
- particle swarm
- neural network
- test problems