Gaussian Process Assisted Differential Evolution Algorithm for Computationally Expensive Optimization Problems.
Guoshao SuPublished in: PACIIA (1) (2008)
Keyphrases
- computationally expensive
- differential evolution algorithm
- gaussian process
- optimization problems
- evolutionary algorithm
- differential evolution
- gaussian processes
- traveling salesman problem
- multi objective
- regression model
- gaussian process regression
- metaheuristic
- bayesian framework
- computationally efficient
- genetic algorithm
- latent variables
- genetic programming
- simulated annealing
- objective function
- model selection
- semi supervised
- fitness function
- combinatorial optimization
- optimization methods
- hyperparameters
- gaussian process models
- optimization method
- control parameters
- candidate solutions
- cross validation
- convergence speed
- particle swarm optimization
- optimization model
- cost function
- support vector