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181 results

OpenMDAO
Multiobjective optimization

Multiobjective optimization is somewhat of a misnomer -- you actually have to have predefined weightings for each of the ...

5:49
Multiobjective optimization

23,277 views

3 years ago

OpenMDAO
Nonlinear and linear systems and solvers

In OpenMDAO terms, your nonlinear system is your model or governing system of equations. Your linear system is a ...

13:15
Nonlinear and linear systems and solvers

1,661 views

3 years ago

mathapptician
1   Linear Programming Basics

Here are two examples of linear programming problems. This one here is a minimization problem and this one here is a ...

5:08
1 Linear Programming Basics

12,532 views

10 years ago

OpenMDAO
Basic optimization problem formulation

One of the most important steps in optimization is formulating well-posed and meaningful problems that you can interpret ...

8:52
Basic optimization problem formulation

5,186 views

3 years ago

mathapptician
1   Linear Programming Duality

And we let (P) denote this linear programming problem. Then the dual problem of (P) is the following linear programming problem.

6:33
1 Linear Programming Duality

3,117 views

10 years ago

mathapptician
1   Dual problem in general

Recall that the dual problem of this minimization problem is defined to be this linear programming problem here. There are a ...

7:50
1 Dual problem in general

1,824 views

10 years ago

mathapptician
3   Minimal faces
4:56
3 Minimal faces

744 views

10 years ago

Mixed Integer Programming
Suresh Bolusani - Generalized Benders' Decomposition for Multilevel/Multistage Optimization

Part of MIP2020 online workshop: https://sites.google.com/view/mipworkshop2020/home Poster Session 4: Stochastic ...

9:51
Suresh Bolusani - Generalized Benders' Decomposition for Multilevel/Multistage Optimization

1,249 views

5 years ago

OpenMDAO
What solver convergence looks like

A system is converged when the residuals are close to 0 within a tolerance. How this is achieved depends on what solver you use, ...

14:50
What solver convergence looks like

1,180 views

3 years ago

mathapptician
2  Extreme point optimal solution

You might have observed that when you solve a linear programming problem, you often end up with an optimal solution there is ...

5:48
2 Extreme point optimal solution

4,010 views

10 years ago

OpenMDAO
Solving coupled systems

When you have a coupled or implicit system, you must use a solver to converge that system. Take time to recognize those systems ...

9:36
Solving coupled systems

2,171 views

3 years ago

OpenMDAO
Debugging your optimizations, part 1

Optimization of complicated multidisciplinary systems is not easy. By following this systematic debugging procedure you can ...

12:08
Debugging your optimizations, part 1

1,663 views

3 years ago

OpenMDAO
Fitting tabular data using smooth curve fits

If you're fitting a curve or surface to data and want to ever use gradient-based optimizers or Newton solvers, make sure to do it in a ...

7:03
Fitting tabular data using smooth curve fits

964 views

3 years ago

OpenMDAO
How to debug solvers

Optimizers often push systems to their limits of multidisciplinary analysis, so sometimes solvers don't converge. You can follow a ...

16:32
How to debug solvers

858 views

3 years ago

Wikipedia Fan
Cutting-plane method | Wikipedia audio article

This is an audio version of the Wikipedia Article: https://en.wikipedia.org/wiki/Cutting-plane_method 00:03:16 1 Gomory's cut ...

14:09
Cutting-plane method | Wikipedia audio article

59 views

6 years ago

mathapptician
1   Fundamental Theorem of Linear Programming

The fundamental theorem of linear programming states the following: for any given linear programming problem, exactly one of ...

5:29
1 Fundamental Theorem of Linear Programming

12,400 views

10 years ago

NPTEL IIT Bombay
Lecture 13A: Farkas' lemma

Week 7: Lecture 13A: Farkas' lemma.

14:51
Lecture 13A: Farkas' lemma

5,370 views

4 years ago

mathapptician
3 Faces of a polyhedron
7:15
3 Faces of a polyhedron

2,466 views

10 years ago

Tom Viering AI
Regression: MSE versus MAE

Unless otherwise specified, the contents of this video are Copyright of Delft University of Technology and licensed under a ...

4:35
Regression: MSE versus MAE

1,579 views

2 years ago

CSU Mathematics
Graph Optimization

What's the fastest way to drive from Denver to Boston? In this video, we show how a graph can help us find out! Course: Math 301 ...

13:45
Graph Optimization

1,719 views

4 years ago

Martin Laskowski
Building a LEGO® Optimization App :) - PART 01: The Problem Description

Full page at https://opt-models.org/compendium/lego/problem-description/) SERIES INTRO: we build an unofficial app for the ...

16:02
Building a LEGO® Optimization App :) - PART 01: The Problem Description

545 views

1 year ago

Tom Viering AI
How to use linear models for nonlinear tasks?

Unless otherwise specified, the contents of this video are Copyright of Delft University of Technology and licensed under a ...

7:07
How to use linear models for nonlinear tasks?

285 views

2 years ago

NPTEL IIT Bombay
Lecture 14A: Complementary Slackness

Week 7: Lecture 14A: Complementary Slackness.

17:02
Lecture 14A: Complementary Slackness

1,132 views

4 years ago

Pablo Ares Gastesi
Optimization with Excel's Solver

How to use the Solver Add-in of Excel to solve Optimization problems.

5:29
Optimization with Excel's Solver

1,078 views

6 years ago

mathapptician
3   Facets
5:53
3 Facets

2,480 views

10 years ago