Particle Swarm Optimization
This story will cover the fundamentals of Metaheuristics and will give you an introduction to the basic concept of the Particle Swarm Optimization (PSO) algorithm.
Optimization
Gradient Descent for Machine Learning, Explained
In typical machine learning problems, there is always an input and a desired output. However, the machine doesn’t really know that.
The Method of Lagrange Multipliers
How to solve constrained optimization problems.
How Fast is Too Fast? Optimizing Traffic Flow on Highways.
A mathematical approach.
The Analyst’s Traveling Salesman Problem
Turning a Classic Problem Infinite and Fractal-like