Augmenting Operations Research with Auto-Formulation of Optimization Models from Problem Descriptions.
Rindranirina RamamonjisonHaley LiTimothy T. YuShiqi HeVishnu RenganAmin Banitalebi-DehkordiZirui ZhouYong ZhangPublished in: CoRR (2022)
Keyphrases
- optimization problems
- response surface
- global optimization
- web services
- dynamic programming
- statistical models
- information systems
- decision making
- website
- computer science
- data sets
- parameter estimation
- statistical model
- genetic algorithm
- classification models
- optimization procedure
- robust optimization
- accurate models
- machine learning