A methodology for comparing optimization algorithms for auto-tuning.
Floris-Jan WillemsenRichard SchoonhovenJiri FilipovicJacob O. TørringRob van NieuwpoortBen van WerkhovenPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- optimization problems
- optimization methods
- benchmark datasets
- theoretical analysis
- real time
- learning algorithm
- recently developed
- combinatorial optimization
- significant improvement
- efficient optimization
- evolution strategy
- times faster
- optimization algorithm
- computationally efficient
- computational cost
- decision trees
- worst case
- orders of magnitude
- computational efficiency
- data streams
- optimal solution
- database systems
- stochastic search
- optimization approaches
- machine learning