miqp

To guarantee safe and efficient driving for automated vehicles in complicated traffic conditions, the motion planning module of automated vehicles are expected to generate collision-free driving policies as soon as possible in varying traffic environment. However, there always exist a tradeoff between efficiency and accuracy for the motion plann…

Choose features that promote diversity and strong relationships to the target variable.

Polyhedron is a domain-driven Python optimization modeling framework that turns business entities into transparent MILP/MIQP models, with built-in diagnostics, scenario analysis, and robust solver interoperability.

C++ Gurobi formulations for Hypervolume Scalarization in the Multiobjective Knapsack Problem (MOKP)

Implemented an MIQP-based counterfactual/recourse solver for Logistic Regression with sparsity and confidence margin