# R Markdown

## 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.

## Gurobi Basic LP/MIP Examples

This post explores how to use Gurobi 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.

## Basics of Markov Chains

This post explores how to markov chains work and how to visulaize them in R. I use a R package specifically designed to visualize markov chains. I also represent these markov chains using tables.

## Linear Programming Examples and Applications

This post explores how to use the fundamental algorithms to solve LPs. 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.

## The Basics of Simulation

This post explores some of the basic concepts of simulation. I mostly explore these concepts using basic probablity and the built in distribution functions. This is a reproducible example if you have R Studio just make sure you have installed the correct packages.

## Statistic Basics and Linear Regression

This post explores some of the basic concepts of statistics. I mostly explore these concepts using linear regression. This is a reproducible example if you have R Studio just make sure you have installed the correct packages.