A review of the recent use of Differential Evolution for Large-Scale Global Optimization: An analysis of selected algorithms on the CEC 2013 LSGO benchmark suite.
Mirjam Sepesy MaucecJanez BrestPublished in: Swarm Evol. Comput. (2019)
Keyphrases
- global optimization
- differential evolution
- particle swarm optimization
- test functions
- pso algorithm
- global optimization problems
- evolutionary programming
- hybrid algorithm
- benchmark suite
- evolutionary algorithm
- imperialist competitive algorithm
- optimization method
- evolution strategy
- differential evolution algorithm
- optimization problems
- ant colony algorithm
- particle swarm optimization pso
- numerical optimization
- mutation operator
- artificial bee colony
- optimization algorithm
- parameter optimization
- real coded
- constrained optimization problems
- global search
- convergence speed
- convergence rate
- genetic algorithm
- evolutionary computation
- search capabilities
- particle swarm
- particle swarm optimisation
- crossover operator
- genetic programming
- function optimization problems