Per-Run Algorithm Performance Improvement Forecasting Using Exploratory Landscape Analysis Features: A Case Study in Single-Objective Black-Box Optimization.
Peter KorosecTome EftimovPublished in: GECCO Companion (2024)
Keyphrases
- black box
- optimization algorithm
- significant improvement
- detection algorithm
- optimal solution
- computational complexity
- expectation maximization
- dynamic programming
- learning algorithm
- constrained optimization
- search space
- matching algorithm
- optimization process
- k means
- cost function
- probabilistic model
- optimization problems
- feature vectors
- objective function
- similarity measure
- combinatorial optimization
- high level
- data sets
- feature selection algorithms