Advanced & Applied Topics · Operations Research & Optimization

Operations research: integer and combinatorial programming

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Mathematical Modeling and Computing · Doctoral Level

Overview

Topics covered

  • Introduction
  • Integer Programming and Combinatorial Optimization
  • Philosophy and Taxonomy of Integer Programming
  • Definition and General Mathematical Structure
  • The Fallacy of Linear Relaxation and Rounding
  • Computational Complexity and Polyhedral Geometry

Related concepts

Main connections

  • Calculus & differentiation
  • Linear algebra & matrices
  • Non-parametric tests
  • Epidemiological measures & risk ratios

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

minimizarcTx+dTysubject toAx+Gy≤bx∈ℤ+ny∈ℝ+p
View LaTeX source\begin{align*} \text{minimizar} \quad & c^T x + d^T y \\ \text{subject to} \quad & A x + G y \le b \\ & x \in \mathbb{Z}^n_+ \\ & y \in \mathbb{R}^p_+ \end{align*}