Inverse Optimization Without Inverse Optimization: Direct Solution Prediction with Transformer Models

Macarena Navarro, Willem-Jan van Hoeve, Karan Singh

We present an end-to-end framework for generating solutions to combinatorial optimization problems with unknown components using transformer-based sequence-to-sequence neural netwo…