Benchmarking Algorithms for Submodular Optimization Problems Using IOHProfiler.
Frank NeumannAneta NeumannChao QianAnh Viet DoJacob de NobelDiederick VermettenSaba Sadeghi AhoueiFurong YeHao WangThomas BäckPublished in: CoRR (2023)
Keyphrases
- optimization problems
- orders of magnitude
- evolutionary algorithm
- learning algorithm
- significant improvement
- computational cost
- real time
- benchmark problems
- objective function
- machine learning algorithms
- theoretical analysis
- discrete optimization
- test problems
- convergence rate
- computational efficiency
- computationally efficient
- cost function
- computational complexity
- data structure
- case study
- information systems
- computer vision
- machine learning
- databases
- data sets