This repository contains code, LaTeX documents, and scanned work related to the Optimization Methods course at ITMO University.
[!IMPORTANT] To clone and use this repository files locally, you need to have Git LFS installed, as all PDF and PNG files are stored using Git LFS.
This directory contains Rust and Python code for the different optimization methods covered in the course.
This directory includes Rust implementations of several optimization methods:
This directory includes a Rust implementation of the Gradient Descent method.
This directory includes a Python implementation of a Genetic Algorithm for solving the Traveling Salesman Problem (TSP).
This directory includes all remaining latex and pdf files for laboratory work reports and tasks:
This directory includes all lectures in .pdf
format sorted by order.
This directory contains the final coursework, where I solve transport problem for a complex transport network and optimise an animal feeding problem
All files are also publicly available on Google Drive