The importance of implementation details and parameter settings in black-box optimization: a case study on Gaussian estimation-of-distribution algorithms and circles-in-a-square packing problems.
Peter A. N. BosmanMarcus GallagherPublished in: Soft Comput. (2018)
Keyphrases
- black box
- implementation details
- parameter settings
- estimation of distribution algorithms
- packing problem
- feature subset selection
- evolutionary computation
- parameter values
- particle swarm optimization algorithm
- combinatorial optimization
- multi objective
- evolutionary algorithm
- combinatorial optimization problems
- genetic algorithm
- multi objective optimization
- genetic algorithm ga
- particle swarm optimization
- simulated annealing
- genetic programming
- optimization problems
- optimization algorithm
- continuous domains
- test cases
- feature selection
- feature vectors
- global optimization
- random variables
- special case