On Tenfold Execution Time in Real World Optimization Problems with Differential Evolution in Perspective of Algorithm Design.
Ales ZamudaJanez BrestPublished in: IWSSIP (2018)
Keyphrases
- differential evolution
- optimization algorithm
- evolutionary algorithm
- differential evolution algorithm
- cost function
- particle swarm optimization
- optimization problems
- hybrid algorithm
- test functions
- constrained optimization problems
- optimization method
- global optimization problems
- harmony search
- benchmark problems
- evolutionary programming
- premature convergence
- optimal solution
- evolution strategy
- particle swarm
- objective function
- knapsack problem
- convergence rate
- convergence speed
- particle swarm optimization algorithm
- test problems
- initial population
- evolutionary strategy
- genetic algorithm ga
- simulated annealing
- search space
- direct search