Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants.
Anja JankovicCarola DoerrPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- worst case
- preprocessing
- selection algorithm
- k means
- computational cost
- objective function
- probabilistic model
- matching algorithm
- np hard
- benchmark problems
- detection algorithm
- test problems
- evolution strategy
- black box
- simulated annealing
- regression algorithm
- optimization algorithm
- expectation maximization
- dynamic programming
- search space
- computational complexity
- support vector
- optimal solution
- particle swarm optimization
- fitness function
- neural network
- optimization process
- final result
- image processing
- particle swarm optimisation