AlphaOpt
A basic introduction to optimization including examples, methods, principles, and applications.

What Is Linear Regression?

What is Machine Learning?

What is Newton's Method?

What is Least Squares?

What is the Traveling Salesman Problem?

How to solve the Rosenbrock optimization problem in Matlab with fminunc

Введение в оптимизацию: вычисление производных

Python GEKKO Optimization Suite - Free Engineering Optimization Software

Matlab Fmincon Optimization Example: Constrained Box Volume

Python Scipy Optimization Example: Constrained Box Volume

Python Optimization Example: Constrained Box Volume with GEKKO

Python Optimization Example Snowball Rolling with Scipy Minimize

Introduction To Optimization: Gradient Free Algorithms (2/2) Simulated Annealing, Nelder-Mead

Introduction To Optimization: Gradients, Constraints, Continuous and Discrete Variables

Introduction To Optimization: Gradient Free Algorithms (1/2) - Genetic - Particle Swarm

Введение в оптимизацию: целевые функции и переменные решения

Введение в оптимизацию: градиентные алгоритмы

Введение в оптимизацию: что такое оптимизация?