Differential evolution with a constraint consensus mutation for solving optimization problems.
Noha M. HamzaDaryl Leslie EssamRuhul A. SarkerPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- differential evolution
- solving optimization problems
- evolutionary algorithm
- optimization problems
- mutation operator
- convergence speed
- differential evolution algorithm
- optimization algorithm
- optimization method
- test functions
- particle swarm optimization
- particle swarm optimization pso
- multi objective
- genetic algorithm
- multi objective optimization
- mutation strategy
- hybrid algorithm
- evolution strategy
- adaptive differential evolution
- function optimization problems
- evolutionary computation
- evolutionary strategy
- premature convergence
- evolutionary programming
- initial population
- parameter optimization
- particle swarm
- crossover operator
- objective function
- metaheuristic
- numerical optimization problems
- selection operator
- solving global optimization problems
- combinatorial optimization
- machine learning
- direct search
- real coded
- genetic operators
- penalty function
- simulated annealing
- genetic programming