Visualizing and Characterizing the Parameter Configuration Landscape of Differential Evolution using Physical Landform Classification.
Kyle Robert HarrisonBeatrice M. Ombuki-BermanAndries P. EngelbrechtPublished in: SSCI (2020)
Keyphrases
- differential evolution
- evolutionary algorithm
- differential evolution algorithm
- particle swarm optimization
- optimization algorithm
- test functions
- mutation operator
- convergence speed
- optimization method
- direct search
- constrained optimization problems
- particle swarm optimization pso
- machine learning
- premature convergence
- genetic algorithm
- numerical optimization problems
- support vector
- feature vectors
- support vector machine
- multi objective optimization
- swarm intelligence
- initial population
- global optimization problems
- evolutionary programming
- parameter optimization
- control parameters
- nsga ii
- hybrid algorithm
- evolutionary strategy
- global optimization
- evolution strategy
- artificial bee colony
- satellite images
- crossover operator