ORIE Techniques

Decompositions Algorithms Broken Down and Explained

This post explores how to use various decomposition techniques to solve LPs and MIPs. I have written these using Gurobi as a solver and as the mathematical formulation software.

Benders Decomposition Algorithm Explained

This post explores how to use Benders Decomposition to solve LPs and MIPs. I have written these using Gurobi as a solver and as the mathematical formulation software. This is a reproducible example if you have R Studio just make sure you have installed the correct packages.

Quadratic Programming Examples and Algorithms

This post explores how to solve QPs by hand and with Gurobi. I have written these using Gurobi as a solver and as the mathematical formulation software. This is a reproducible example if you have R Studio just make sure you have installed the correct packages.

Gurboi's R Examples 2

This post explores how to use Gurobi to solve more advanced LPs, MIPs, and QPs. I have written these using Gurobi as a solver and as the mathematical formulation software.