Benchmarking SHADE algorithm enhanced with model based optimization on the BBOB noiseless testbed.
Michal OkulewiczMateusz ZaborskiPublished in: GECCO Companion (2021)
Keyphrases
- optimization algorithm
- improved algorithm
- learning algorithm
- optimization process
- computational complexity
- np hard
- high accuracy
- noisy data
- search space
- theoretical analysis
- path planning
- worst case
- linear programming
- dynamic programming
- times faster
- constrained optimization
- classification algorithm
- stochastic gradient
- experimental evaluation
- cost function
- multi objective
- k means
- preprocessing
- optimization method
- data sets
- evolution strategy
- optimization model
- genetic algorithm
- feature selection
- image segmentation
- simulated annealing
- significant improvement
- detection algorithm
- computationally efficient
- computational cost