Towards a theory-guided benchmarking suite for discrete black-box optimization heuristics: profiling (1 + λ) EA variants on onemax and leadingones.
Carola DoerrFurong YeSander van RijnHao WangThomas BäckPublished in: GECCO (2018)
Keyphrases
- black box
- black boxes
- evolutionary algorithm
- white box
- continuous optimization
- optimization problems
- test cases
- candidate solutions
- hybrid systems
- integration testing
- optimization algorithm
- genetic algorithm
- simulated annealing
- rule extraction
- state transition
- enterprise architecture
- lagrange multipliers
- optimization process
- training data