Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization.
Brandon TrabuccoXinyang GengAviral KumarSergey LevinePublished in: ICML (2022)
Keyphrases
- data driven
- optimal design
- case study
- design process
- optimization problems
- data sets
- design principles
- global optimization
- computer aided
- optimization algorithm
- cost function
- expert systems
- objective function
- optimization method
- combinatorial optimization
- website
- real world
- constrained optimization
- optimization model
- database
- complex engineering systems