Automatic generation of evolutionary operators: a study with mutation strategies for the differential evolution.
Vinícius Veloso de MeloGrazieli Luiza Costa CarosioPublished in: SAC (2013)
Keyphrases
- differential evolution
- evolutionary algorithm
- genetic algorithm
- differential evolution algorithm
- mutation operator
- particle swarm optimization
- optimization algorithm
- convergence speed
- evolutionary strategy
- hybrid algorithm
- test functions
- optimization method
- evolutionary computation
- evolutionary methods
- constrained optimization problems
- multi objective optimization
- evolutionary programming
- evolution process
- numerical optimization problems
- premature convergence
- adaptive differential evolution
- evolutionary process
- crossover operator
- particle swarm optimization pso
- particle swarm
- multi objective
- initial population
- evolution strategy
- neural network
- mutation strategy
- global optimization
- fitness function
- genetic operators
- genetic programming
- biogeography based optimization
- direct search
- particle swarm optimization algorithm
- artificial bee colony
- constrained optimization