ViewTube

A visual-heavy introduction to Linear Programming including basic definitions, solution via the Simplex method, the principle of ...

MIT 6.046J Design and Analysis of Algorithms, Spring 2015 View the complete course: http://ocw.mit.edu/6-046JS15 Instructor: ...

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...

Constraint Programming (CP) is a combinatorial problem solving paradigm based on a wide range of artificial intelligence, ...

What are more common in high dimensional spaces? Local minima or saddle points? And why? #shorts #AICoffeeBreak ...

This video shows how to solve a basic maximization LP using simplex tableau. 00:00 Standard form 00:32 Basic and non-basic ...

MIT 18.200 Principles of Discrete Applied Mathematics, Spring 2024 Instructor: Peter Shor View the complete course: ...

Bierlaire (2015) Optimization: principles and algorithms, EPFL Press. Section 6.5.

Travel to 1941 and meet Dr. George Dantzig, the Father of Optimization, whose work during World War II led to the creation of ...

An introduction to the basic transportation problem and its linear programming formulation: The Assignment Problem: ...

In this lesson we learn how to solve a linear programming problem using the graphical method with an example. We also see an ...

This video shows how to solve the following linear programming problem (involving multiple/alternative solutions) using graphical ...

This video provides a short introduction to INTEGER LINEAR PROGRAMMING (ILP). Topics Covered include: ** LP Relaxation ...

After watching this video, you will be able to *write any LP model in standard form *calculate slack and surplus values given ...

This video shows how to solve the following problem. Min Z = 5x1 + x2 s.t. 2x1 + x2 ≥ 6 X1 + x2 ≥ 4 2x1 + 10x2 ≥ 20 X1, x2 ≥ 0 ...

MIT 15.071 The Analytics Edge, Spring 2017 View the complete course: https://ocw.mit.edu/15-071S17 Instructor: Allison O'Hair ...

In this video, we learn why for every learning programming problem, there is an associated dual problem. Also, dual programming ...

Bierlaire (2015) Optimization: principles and algorithms, EPFL Press. Section 3.3.

This video explains the components of a linear programming model and shows how to solve a basic linear programming problem ...

00:00:00 - Introduction 00:00:15 - Optimization 00:01:20 - Local Search 00:07:24 - Hill Climbing 00:29:43 - Simulated Annealing ...