Strong Mixed-Integer Programming Formulations for Trained Neural Networks.
Ross AndersonJoey HuchetteChristian TjandraatmadjaJuan Pablo VielmaPublished in: IPCO (2019)
Keyphrases
- mixed integer programming
- piecewise linear functions
- trained neural networks
- neural network
- column generation
- neural learning
- mixed integer
- lot sizing
- rule extraction
- production planning
- trained neural network
- artificial neural networks
- logistic regression
- lagrangian relaxation
- genetic algorithm
- linear programming
- objective function
- decision trees
- integer programming
- incremental learning
- rule sets
- linear program
- multistage
- multi layered
- supply chain