Differentiating the Black-Box: Optimization with Local Generative Surrogates.
Sergey ShirobokovVladislav BelavinMichael KaganAndrey UstyuzhaninAtilim Günes BaydinPublished in: CoRR (2020)
Keyphrases
- black box
- black boxes
- white box
- integration testing
- candidate solutions
- generative model
- optimization algorithm
- hybrid systems
- white box testing
- optimization problems
- test cases
- rule extraction
- databases
- optimization process
- discriminative learning
- software engineering
- object oriented
- search space
- learning algorithm
- data sets