Differential Evolution With Dynamic Parameters Selection for Optimization Problems.
Ruhul A. SarkerSaber M. ElsayedTapabrata RayPublished in: IEEE Trans. Evol. Comput. (2014)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- parameter optimization
- constrained optimization problems
- evolutionary strategy
- differential evolution algorithm
- convergence speed
- multi objective
- optimization algorithm
- test functions
- particle swarm optimization
- optimization method
- mutation operator
- particle swarm optimization pso
- nsga ii
- numerical optimization problems
- genetic algorithm
- artificial bee colony
- multi objective optimization
- multi objective optimization problems
- fitness function
- premature convergence
- hybrid algorithm
- global optimization problems
- particle swarm
- evolution strategy
- solving global optimization problems
- cost function
- numerical optimization
- function optimization problems
- metaheuristic
- mutation rate
- genetic programming
- scale factor
- optimization methods
- harmony search
- real coded
- direct search
- crossover rate
- control parameters
- evolutionary programming
- test problems
- knapsack problem
- parameter estimation
- objective function
- initial population
- crossover operator
- constrained optimization
- parameter settings
- parameter values
- biogeography based optimization
- traveling salesman problem
- simulated annealing