Adoptive population differential evolution with local search for solving large scale global optimization.
Sheng-Ta HsiehShih-Yuan ChiuShi-Jim YenPublished in: SMC (2012)
Keyphrases
- global optimization
- differential evolution
- particle swarm optimization
- global search
- global optimization problems
- mutation operator
- numerical optimization problems
- solving global optimization problems
- convergence speed
- pso algorithm
- binary particle swarm optimization
- opposition based learning
- initial population
- premature convergence
- genetic algorithm
- population diversity
- differential evolution algorithm
- evolution process
- evolutionary algorithm
- particle swarm optimization pso
- selection operator
- evolutionary programming
- test functions
- optimization method
- ant colony algorithm
- particle swarm optimization algorithm
- evolutionary strategy
- combinatorial optimization
- multi objective
- optimization algorithm
- constrained global optimization
- swarm intelligence
- particle swarm
- hybrid algorithm
- constrained optimization problems
- evolution strategy
- metaheuristic
- search space
- search capabilities
- simulated annealing
- candidate solutions
- search algorithm
- multi objective evolutionary algorithms
- artificial bee colony
- function optimization
- population size
- parameter optimization
- tabu search
- crossover operator
- fitness function
- neural network