Landscape-aware fixed-budget performance regression and algorithm selection for modular CMA-ES variants.
Anja JankovicCarola DoerrPublished in: GECCO (2020)
Keyphrases
- dynamic programming
- selection algorithm
- detection algorithm
- matching algorithm
- learning algorithm
- preprocessing
- evolution strategy
- regression model
- computational complexity
- np hard
- cost function
- linear programming
- worst case
- k means
- search space
- optimal solution
- objective function
- upper confidence bound
- benchmark problems
- convergence rate
- neural network
- optimization algorithm
- computationally efficient
- simulated annealing
- similarity measure
- machine learning