Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning.
Pascal KerschkeHeike TrautmannPublished in: Evol. Comput. (2019)
Keyphrases
- black box
- machine learning
- selection algorithm
- learning algorithm
- optimal solution
- benchmark problems
- probabilistic model
- dynamic programming
- data mining
- detection algorithm
- computational biology
- data analysis
- objective function
- artificial intelligence
- preprocessing
- search space
- continuous domains
- np hard
- computational complexity
- optimization problems
- database systems
- combinatorial optimization
- databases
- white box
- segmentation algorithm
- linear programming
- cost function
- k means
- training data