Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms.
Ana KostovskaDiederick VermettenSaso DzeroskiPance PanovTome EftimovCarola DoerrPublished in: CoRR (2023)
Keyphrases
- graph theory
- optimization problems
- theoretical analysis
- data mining techniques
- knowledge base
- discrete optimization
- prediction algorithm
- representational power
- learning algorithm
- prediction accuracy
- knowledge acquisition
- computational complexity
- knowledge discovery
- optimization algorithm
- computational cost
- knowledge sharing
- combinatorial optimization
- directed graph
- global optimization
- significant improvement
- optimization procedure
- evolution strategy
- prior knowledge
- optimization approaches
- data structure