A Comparison of Differential Evolution and Genetic Algorithms for the Column Subset Selection Problem.
Pavel KrömerJan PlatosPublished in: CORES (2015)
Keyphrases
- differential evolution
- genetic algorithm
- evolutionary algorithm
- convergence speed
- optimization algorithm
- particle swarm optimization pso
- mutation operator
- particle swarm optimization
- optimization method
- differential evolution algorithm
- test functions
- constrained optimization problems
- evolution strategy
- hybrid algorithm
- crossover operator
- multi objective optimization
- evolutionary strategy
- global optimization problems
- premature convergence
- initial population
- multi objective
- parameter optimization
- genetic operators
- direct search
- function optimization problems
- evolutionary programming
- evolution process
- particle swarm
- neural network
- evolutionary computation
- constraint handling
- artificial bee colony
- multi objective optimization problems
- numerical optimization problems
- harmony search
- pso algorithm
- fitness function
- simulated annealing
- artificial neural networks
- swarm intelligence
- fuzzy logic