Dear all calculus students, This is why you're learning about optimization
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Zach Star
Introduction to Optimization
A very basic overview of optimization, why it's important, the role of modeling, and the basic anatomy of an optimization project.
Kody Powell
Second Order Optimization - The Math of Intelligence #2
Gradient Descent and its variants are very useful, but there exists an entire other class of optimization techniques that aren't as widely understood. We'll learn ...
Siraj Raval
The Lagrangian
How a special function, called the "Lagrangian", can be used to package together all the steps needed to solve a constrained optimization problem.
Khan Academy
Optimisation and Calculus Curves (IB Maths HL)
Revision Village - Voted #1 IB Maths Resource in 2019 & 2020! More IB Maths Videos & Exam Questions can be found at https://www.revisionvillage.com/ This ...
Revision Village - IB Math
Lesson 31 2 Optimization Theory and First and Second Order Conditions
UNCGEconomics
Dynamical, symplectic and stochastic perspectives on optimization – Michael Jordan – ICM2018
Plenary Lecture 20 Dynamical, symplectic and stochastic perspectives on gradient-based optimization Michael Jordan Abstract: Our topic is the relationship ...
Rio ICM2018
16. Learning: Support Vector Machines
MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: http://ocw.mit.edu/6-034F10 Instructor: Patrick Winston In this lecture, we explore support ...
MIT OpenCourseWare
14. Portfolio Theory
MIT 18.S096 Topics in Mathematics with Applications in Finance, Fall 2013 View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Peter ...
MIT OpenCourseWare
❖ Optimization Problem #1 ❖
Thanks to all of you who support me on Patreon. You da real mvps! $1 per month helps!! :) https://www.patreon.com/patrickjmt !! Optimization Problem #2 ...
patrickJMT
Optimization for Machine Learning I
Elad Hazan, Princeton University https://simons.berkeley.edu/talks/elad-hazan-01-23-2017-1 Foundations of Machine Learning Boot Camp.
Simons Institute
2: What is Mathematical Optimization?
Learn more about Gurobi Optimization here: https://www.gurobi.com/ Check out our Optimization Application Demos here: ...
Gurobi Optimization
Learn Particle Swarm Optimization (PSO) in 20 minutes
Particle Swarm Optimization (PSO) is one of the most well-regarded stochastic, population-based algorithms in the literature of heuristics and metaheuristics.
Ali Mirjalili
Convex Optimization and Applications - Stephen Boyd
Convex Optimization and Applications with Stephen Boyd.
Calit2ube
Optimization 3 Interpretation and Envelope Theorem
Richard Gallenstein
JuliaCon 2018 | The JuMP ecosystem for mathematical optimization | Juan Pablo Vielma
JuMP is an award-winning DSL for mathematical optimization that has quickly become the gold-standard for its simplicity, performance, and versatility. A major ...
The Julia Programming Language
NIPS 2015 Workshop (Anandkumar) 15598 Non-convex Optimization for Machine Learning: Theory and ...
Non-convex optimization is ubiquitous in machine learning. In general, reaching the global optima of these problems is NP-hard and in practice, local search ...
NIPS
Convex Optimization: An Overview by Stephen Boyd: The 3rd Wook Hyun Kwon Lecture
2018.09.07.
ERC-ACI, Seoul National University
Calculus 3 Lecture 13.9: Constrained Optimization with LaGrange Multipliers
Calculus 3 Lecture 13.9: Constrained Optimization with LaGrange Multipliers: How to use the Gradient and LaGrange Multipliers to perform Optimization, with ...
Professor Leonard
Techniques for combinatorial optimization: Spectral Graph Theory and Semidefinite Programming
The talk focuses on expander graphs in conjunction with the combined use of SDPs and eigenvalue techniques for approximating optimal solutions to ...
Microsoft Research
Towards a theory of non-commutative optimization...… -Rafael Oliveira
Computer Science/Discrete Mathematics Seminar I Topic: Towards a theory of non-commutative optimization: geodesic 1st and 2nd order methods for moment ...
Institute for Advanced Study
"Optimization, Complexity and Math ... using Gradient" - Knuth Prize Lecture, STOC 2019
More videos on http://video.ias.edu.
Institute for Advanced Study
Mathematical Optimization for Machine Learning
Jeremy Watt, Reza Borhani http://mdp.cdm.depaul.edu/DePy2016/default/schedule In this talk we provide a user-friendly introduction to mathematical ...
Next Day Video
Optimization, minimum distance from sqrt(x) to (3,0)
Optimization, minimum distance from sqrt(x) to (3,0), Check out my T-shirts & Hoodies: https://teespring.com/stores/blackpenredpen blackpenredpe.
blackpenredpen
AQA A-Level Maths 2018 Paper 1 Q13: Optimisation
Find all the papers here: http://bit.ly/TLMathsPapers Find easy navigation to the videos for this playlist here: ...
TLMaths
Optimization Example 4
Minimizing the cost of material for an open rectangular box.
Khan Academy
Optimization Problem #4 - Max Area Enclosed by Rectangular Fence
Thanks to all of you who support me on Patreon. You da real mvps! $1 per month helps!! :) https://www.patreon.com/patrickjmt !! Optimization Problem #4 ...
patrickJMT
Graphical Method - Solving an optimization problem
An example of solving a non-linear optimization problem in 2 variables graphically. Video created using Doce Nos http://bitly.com/Lx8UdN and iMovie.
mathapptician
Optimizing Functions of Two Variables
We solve two optimization problems. In one, we find the critical points of a function f(x,y) and classify which are maxima, minima and saddle points. In the other ...
Lorenzo Sadun
Lagrange multipliers, using tangency to solve constrained optimization
The Lagrange multiplier technique is how we take advantage of the observation made in the last video, that the solution to a constrained optimization problem ...
Khan Academy
Solving Combinatorial Optimization Problems with Constraint Programming and OscaR
Prof. Pierre Schaus introduces Constraint Programming and the OscaR platform developed in his research team that he used to solve challenging scheduling ...
UCLouvain - Université catholique de Louvain
Optimization - Differential Calculus
Free lecture about Optimization for Calculus students. Differential Calculus - Chapter 3: Applications of Differentiation (Section 3.3: Optimization) This was ...
Worldwide Center of Mathematics
Lecture 2 | Convex Optimization I (Stanford)
Guest Lecturer Jacob Mattingley covers convex sets and their applications in electrical engineering and beyond for the course, Convex Optimization I (EE 364A).
Stanford
Geodesically Convex Optimization (or, can we prove P!=NP using gradient descent) - Avi Wigderson
Computer Science/Discrete Mathematics Seminar II Topic: Geodesically Convex Optimization (or, can we prove P!=NP using gradient descent) Speaker: Avi ...
Institute for Advanced Study
Optimisation (1 of 3: Setting up equations to "optimise" for max volume)
More resources available at www.misterwootube.com.
Eddie Woo
The Moving Sofa Problem - Numberphile
Featuring Dan Romik from UC Davis. More footage from this interview soon on Numberphile2. Dan's comprehensive page on this topic: http://bit.ly/movingsofa ...
Numberphile
A Breakthrough in Graph Theory - Numberphile
A counterexample to Hedetniemi's conjecture - featuring Erica Klarreich. Get 3 months of Audible for just $6.95 a month.
Numberphile
combinatorial optimization
UNH CS 730.
Wheeler Ruml
Optimization Methods for Business Analytics | MITx on edX | Course About Video
Learn how to use optimization methodologies and modeling approaches to effectively analyze data. Take this course free on edX: ...
edX
(M05) Amazon Locker: Combining ML & Mathematical Optimization to Improve Customer Experience
Amazon Locker posed new challenges for Amazon. Soaring demand for deliveries and the variability in package dwell times represented a complex business ...
Amazon re:MARS
Microsoft Research AI: Machine Learning & Optimization
Designing Next Generation AI Systems. The Machine Learning and Optimization group focuses on designing new algorithms to enable the next generation of AI ...
WebsEdgeEducation
Optimization Models In Finance
Probability and Stochastics for Finance II
