A population entropy based adaptation strategy for differential evolution.
Yanyun ZhangGuangming DaiMingcheng ZuoLei PengMaocai WangZhengquan LiuPublished in: GECCO (Companion) (2019)
Keyphrases
- differential evolution
- evolutionary strategy
- mutation operator
- evolutionary algorithm
- initial population
- differential evolution algorithm
- opposition based learning
- convergence speed
- particle swarm optimization
- optimization algorithm
- evolution process
- optimization method
- genetic algorithm
- test functions
- particle swarm optimization pso
- constrained optimization problems
- evolutionary programming
- evolution strategy
- function optimization
- multi objective evolutionary algorithms
- population diversity
- numerical optimization problems
- premature convergence
- multi objective optimization
- direct search
- hybrid algorithm
- parameter optimization
- genetic operators
- global optimization problems
- crossover operator
- function optimization problems
- constrained optimization
- evolutionary computation
- multi objective
- neural network
- optimal solution
- biogeography based optimization
- real coded
- numerical optimization
- search algorithm
- optimization problems
- particle swarm optimization algorithm
- population size
- nsga ii