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: CoRR (2018)
Keyphrases
- black box
- black boxes
- white box
- evolutionary algorithm
- optimization problems
- hybrid systems
- integration testing
- optimization algorithm
- test cases
- optimization process
- continuous optimization
- rule extraction
- candidate solutions
- state transition
- white box testing
- evolution strategy
- case study
- lagrange multipliers
- evolutionary search
- decision trees
- objective function
- high level