An Exact Symbolic Reduction of Linear Smart Predict+Optimize to Mixed Integer Linear Programming

摘要

Predictive models are traditionally optimized independently of their use in downstream decision-based optimization. The ‘smart, predict then optimize’ (SPO) framework addresses this shortcoming by optimizing predictive models in order to