Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction.
Ana NikolikjRisto TrajanovGjorgjina CenikjPeter KorosecTome EftimovPublished in: CEC (2022)
Keyphrases
- detection algorithm
- computational complexity
- dynamic programming
- prediction algorithm
- optimization algorithm
- high accuracy
- prediction accuracy
- experimental evaluation
- significant improvement
- k means
- key features
- classification method
- np hard
- computational cost
- worst case
- recognition algorithm
- feature set
- theoretical analysis
- classification algorithm
- times faster
- improved algorithm
- learning algorithm
- support vector machine svm
- probabilistic model
- cost function
- data analysis
- optimal solution
- objective function
- segmentation algorithm
- particle swarm optimization
- simulated annealing
- face detection
- classification accuracy
- preprocessing
- prediction model
- prediction error
- geometric constraints
- genetic algorithm