Large Scale Optimization We have seen a few examples of linear programs that are exponen- tially large on the size of the input of problem…
Lagrangian relaxation This week we will cover an alternative way of solving programs that involves relaxing certain constraints and lifting them to the objective function.…
Integer Programming This week we study how to solve general integer linear programs. While there are many tools and tricks out there to solve integer…
Linear programming duality This week we cover the fascinating topic of linear programming du- ality. We will learn that every minimization program has associated a…
Minimum weight submodular cover This week we study the minimum weight submodular cover prob- lem, a generalizations of the minimum weight set cover problem. 12.1…
Gurobi demo_ Vertex Cover import networkx as nx import gurobipy as gb gb.setParam(‘Method’, 1) Restricted license – for non-production use only – expires 2022-01-13 Changed…
Background material This unit of study assumes some basic knowledge of discrete math- ematics, algorithm analysis, and linear algebra. This is all basic material that…
comp3530 Assignment 5 s2 2016 This assignment is due on Nov 12. All submitted work must be done individually without consulting someone else’s solutions in…
Integral Polyhedra We have seen some examples1 of linear programming formulation that are integral, meaning that every basic feasible solution is an in- tegral vector.…
Linear program modeling This week we will showcase a few examples of optimization prob- lems that can be modeled as linear programs: how to approximate…