Position: Leverage Foundational Models for Black-Box Optimization.

Xingyou Song Yingtao Tian Robert Tjarko Lange Chansoo Lee Yujin Tang Yutian Chen

Published in: CoRR (2024)

Keyphrases

black box
black boxes
metamodel
response surface
model selection
white box
rule extraction
optimization process
error rate
hybrid systems
state transition
databases
optimization problems
open source
probabilistic model
evolutionary algorithm
case study
web services
machine learning