This directory contains solutions I wrote for assignments for a class, CS 524: Introduction to Optimization, at University of Wisconsin-Madison. Each homework consists of multiple optimization problems whose solutions are implemented as models written in Julia using JuMP. The solutions are contained in Julia notebooks, but the code within those notebooks, their output and accompanying explanation of solutions can be viewed in the PDF file in each homework directory.