In this repository, you will find implementations to Linear and Integer Programming (LIP) algorithms, e.g., simplex and interior-point methods, and several notebooks with solutions to LIP exercises ...

Algorithm for Solving Integer Programs: Branch and Bound Now that we have learned how to formulate and solve Linear Programs, we can consider an additional restriction on the solution that all ...

Solving the two-dimensional strip packing problem, using several combinatorial decision making and optimization approaches: Constraint Programming, Boolean SATisfiability, Satisfiability Modulo Theory ...

A Mixed-Integer Linear Programming (MILP) approach is proposed to optimize the turbine allocation and inter-array offshore cable routing. The two problems are considered with a two steps strategy, ...

This paper is about the primal-dual relationship in a mixed integer programming problem (MIP) in which integer variables are binary. It shows how the primal-dual relationship of a linear programming ...

Formulate linear and integer programming problems for solving commonly encountered optimization problems. Understand how approximation algorithms compute solutions that are guaranteed to be within ...

Linear and integer programming vs. linear integration and counting : a duality viewpoint by Lasserre, Jean-Bernard, 1953- Publication date 2009 Topics Linear programming, Integer programming, ...

Roughly, we will cover the following topics (some of them may be skipped depending on the time available). Linear Programming: Basics, Simplex Algorithm, and Duality. Applications of Linear ...