Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning.
Pascal KerschkeHeike TrautmannPublished in: CoRR (2017)
Keyphrases
- black box
- learning algorithm
- machine learning
- benchmark problems
- detection algorithm
- black boxes
- worst case
- selection algorithm
- preprocessing
- data analysis
- computational complexity
- search space
- software engineering
- optimization problems
- combinatorial optimization
- genetic algorithm
- iterative algorithms
- continuous variables
- reinforcement learning
- objective function
- search algorithm
- expectation maximization
- intelligent systems
- simulated annealing
- open source
- np hard
- cost function