In this course students will be exposed to advanced methodologies in statistics computing and optimization methods, and get hand-on experience by applying various techniques on real-world data.

Numerical methods are computational techniques used to approximate solutions for complex mathematical problems without exact analytical solutions.

Материалы к курсу Методы оптимизации и Теория игр МГИМО МИД России

Wing optimization

University Course Assignments - Optimization Techniques

Simple raycasting engine

Optimal Assignment is a famous topic in Operational Research. This projects contains a C program implementing a command line app that finds the optimal assignment. Given a set of jobs and a set of candidates, we have to assign each candidate a job. Assigning a job to a candidate has a particular cost. The problem is to find the assignment that e…

Comapring different methods of weight initialization and optimizers using PyTorch

Non Linear Optimization algorithms (Brent, Golden Section, Newton, NelderMead) implemented in C.

multiple pages used for various page optimization assignments of udacity's frontend nanodegree program

Условная оптимизация (не выпуклый случай). Проверка условий теоремы Каруша-Куна-Таккера.

the knapsack problem and the subset sum problem (NP-Hard Problem)

On the Optimal Use of Metamodel-Assisted Evolutionary Algorithms in Aerodynamic Applications

Data structures and algorithms project done in the 3rd semester

A project aimed to design routes for high speed trains using 0-1 integer programming

19 optimizing insights on ensemble learning with Python.

дихотомия, Фибоначчи

Optimization methods for lasso penalized logistic regression.

Biogas plants fulfillment optimization through operations research techniques ⛽️

This project was carried out as the final assignment for the Mathematical Optimization for Data Science course. The goal of the analysis was to compare two variants of the Frank-Wolfe Method with the Projected Gradient Method on the Markowitz portfolio optimization problem.