AlphaOpt

@UCkL2HNDjyhrT6hgWjikmQAg - 10.9K subscribers

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

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What Is Linear Regression?

What Is Linear Regression? AlphaOpt

11.9K views - 1 year ago

What is Machine Learning?

What is Machine Learning? AlphaOpt

3.1K views - 2 years ago

What is Newton's Method?

What is Newton's Method? AlphaOpt

7K views - 3 years ago

What is Least Squares?

What is Least Squares? AlphaOpt

158.9K views - 4 years ago

What is the Traveling Salesman Problem?

What is the Traveling Salesman Problem? AlphaOpt

188.1K views - 5 years ago

How to solve the Rosenbrock optimization problem in Matlab with fminunc

How to solve the Rosenbrock optimization problem in Matlab with fminunc AlphaOpt

16.5K views - 6 years ago

Introduction to Optimization: Calculating Derivatives

Introduction to Optimization: Calculating Derivatives AlphaOpt

12.8K views - 7 years ago

Python GEKKO Optimization Suite - Free Engineering Optimization Software

Python GEKKO Optimization Suite - Free Engineering Optimization Software AlphaOpt

14.4K views - 7 years ago

Matlab Fmincon Optimization Example: Constrained Box Volume

Matlab Fmincon Optimization Example: Constrained Box Volume AlphaOpt

39K views - 8 years ago

Python Scipy Optimization Example: Constrained Box Volume

Python Scipy Optimization Example: Constrained Box Volume AlphaOpt

40.5K views - 8 years ago

Python Optimization Example: Constrained Box Volume with GEKKO

Python Optimization Example: Constrained Box Volume with GEKKO AlphaOpt

4.3K views - 8 years ago

Python Optimization Example Snowball Rolling with Scipy Minimize

Python Optimization Example Snowball Rolling with Scipy Minimize AlphaOpt

20.7K views - 8 years ago

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

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

44.5K views - 8 years ago

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

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

50.9K views - 8 years ago

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

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

48.6K views - 8 years ago

Introduction To Optimization: Objective Functions and Decision Variables

Introduction To Optimization: Objective Functions and Decision Variables AlphaOpt

114.7K views - 8 years ago

Introduction To Optimization: Gradient Based Algorithms

Introduction To Optimization: Gradient Based Algorithms AlphaOpt

81.3K views - 9 years ago

Introduction to Optimization: What Is Optimization?

Introduction to Optimization: What Is Optimization? AlphaOpt

292.8K views - 9 years ago