SQG-Differential Evolution for difficult optimization problems under a tight function evaluation budget.
Ramses SalaNiccolò BaldanziniMarco PieriniPublished in: CoRR (2017)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- constrained optimization problems
- differential evolution algorithm
- optimization algorithm
- convergence speed
- particle swarm optimization
- test functions
- mutation operator
- multi objective optimization problems
- evolutionary computation
- particle swarm optimization pso
- optimization method
- genetic algorithm
- multi objective optimization
- multi objective
- parameter optimization
- crossover operator
- metaheuristic
- nsga ii
- hybrid algorithm
- evolution strategy
- real coded
- premature convergence
- genetic programming
- evolutionary strategy
- adaptive differential evolution
- traveling salesman problem
- lower bound
- objective function
- optimization methods
- particle swarm
- fitness function
- global optimization problems
- simulated annealing
- cost function
- harmony search
- numerical optimization problems
- solving global optimization problems
- scale factor
- function optimization
- nonlinear programming
- evolutionary programming
- initial population
- learning rate
- knapsack problem
- control system