Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms.
Ana KostovskaDiederick VermettenSaso DzeroskiPance PanovTome EftimovCarola DoerrPublished in: EvoApplications@EvoStar (2013)
Keyphrases
- prediction algorithm
- optimization problems
- discrete optimization
- knowledge sharing
- expert systems
- learning algorithm
- significant improvement
- optimization procedure
- computational complexity
- prediction accuracy
- knowledge acquisition
- data mining techniques
- computationally efficient
- graph theory
- knowledge representation
- optimization method
- optimization methods
- graph structure
- maximal cliques
- prediction model
- combinatorial optimization
- optimization algorithm
- theoretical analysis
- knn
- computational cost
- domain knowledge
- prior knowledge