JDEL: Differential Evolution with Local Search Mechanism for High-Dimensional Optimization Problems.
Xingbao LiuLiangwu ShiRongyuan ChenPublished in: ISIA (2010)
Keyphrases
- differential evolution
- search mechanism
- evolutionary algorithm
- optimization problems
- high dimensional
- multi objective
- differential evolution algorithm
- constrained optimization problems
- convergence speed
- test functions
- evolutionary computation
- multi objective optimization
- metaheuristic
- evolution strategy
- optimization method
- mutation operator
- premature convergence
- particle swarm optimization pso
- hybrid algorithm
- optimization algorithm
- feature space
- nsga ii
- numerical optimization problems
- multi objective optimization problems
- genetic programming
- simulated annealing
- particle swarm optimization
- optimization methods
- traveling salesman problem
- fitness function
- genetic algorithm
- cost function
- crossover operator
- parameter optimization
- function optimization
- function optimization problems
- direct search
- real coded
- global optimization problems
- initial population
- particle swarm
- combinatorial optimization
- test problems
- biogeography based optimization
- solving global optimization problems
- parameter space
- artificial bee colony
- fitness landscape
- evolutionary strategy
- search algorithm
- objective function