Population Reduction Differential Evolution with Multiple Mutation Strategies in Real World Industry Challenges.
Ales ZamudaJanez BrestPublished in: ICAISC (SIDE-EC) (2012)
Keyphrases
- differential evolution
- mutation operator
- real world
- evolutionary algorithm
- optimization algorithm
- initial population
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- genetic algorithm
- opposition based learning
- test functions
- mutation strategy
- premature convergence
- evolution process
- optimization method
- particle swarm optimization pso
- constrained optimization problems
- numerical optimization problems
- evolutionary programming
- crossover operator
- hybrid algorithm
- multi objective optimization
- evolutionary strategy
- crossover and mutation
- evolution strategy
- function optimization problems
- multi objective
- global optimization problems
- direct search
- solving global optimization problems
- genetic operators
- artificial bee colony
- function optimization
- parameter optimization
- pso algorithm
- adaptive differential evolution
- real coded
- population size
- evolutionary process
- harmony search
- nsga ii
- evolutionary computation