27. Positive Definite Matrices and Minima

MIT 18.06 Linear Algebra, Spring 2005
Instructor: Gilbert Strang
View the complete course: ocw.mit.edu/18-06S05
KZread Playlist: • MIT 18.06 Linear Algeb...
27. Positive Definite Matrices and Minima
License: Creative Commons BY-NC-SA
More information at ocw.mit.edu/terms
More courses at ocw.mit.edu

Пікірлер: 138

  • @PedroHernandez-gz4cn
    @PedroHernandez-gz4cn11 жыл бұрын

    my calculus 3 professor taught us, think of a saddle point as a point on a "pringles chip" a lot of people know exactly what it looks like.

  • @rolandheinze7182
    @rolandheinze71823 жыл бұрын

    After viewing the 3blue1brown video on Duality, I am just seeing xT*A*x as the results of applying a linear transformation to a vector x and then projecting that new vector back onto x; if the vectors still point "in the same direction" i.e. the projection is positive, then A is positive definite

  • @RC-bm9mf
    @RC-bm9mf4 жыл бұрын

    This lecture is definitely a positive effect on my grasp of the matrix, and this lecture plays a pivotal role in the whole series. Thank you prof. Strang. Nobody has explained those concepts so clearly and coherently -- a whole new world is ahead of me. This is a must-see. A genuine human heritage.

  • @alkalait
    @alkalait13 жыл бұрын

    It's a .... superbowl

  • @iyalovecky
    @iyalovecky9 жыл бұрын

    This lecture is especially beautiful..

  • @jasio83
    @jasio8314 жыл бұрын

    Is that video available or not? I'm following the course on you tube but I can't visualize this particular lecture (n° 27).

  • @ozzyfromspace
    @ozzyfromspace4 жыл бұрын

    I watched this once, taking all notes. Then watched it again (with break) without taking notes. Then I read my notes (after a break). The lecture's quite good! Btw for those that thought the second derivatives thing came out of left field, Du is the directional derivative operator, so you want Du( Du( f(x1,x2,...,xn) ) ), which gives the expressions for x^T*A*x for a connected f and A. This tells us that x^T*A*x is like a second order operation for the derivative of a function when A is the Hessian (matrix of second derivatives) of said function f(). This wasn't clear to me initially so I was kinda lost. Best!

  • @user-wo3km2qe9d
    @user-wo3km2qe9d Жыл бұрын

    I believe the graph of 2x^{2}+12xy+20y^{2}=0 do not exist

  • @ChessMemer69
    @ChessMemer692 жыл бұрын

    Quite possibly the hardest lecture, so far.

  • @Ilija_Ilievski
    @Ilija_Ilievski2 жыл бұрын

    Like watching someone like Aristotle teach

  • @rakolman
    @rakolman8 жыл бұрын

    This is maybe the best lecture in the entire course.

  • @ozzyfromspace
    @ozzyfromspace4 жыл бұрын

    The funny thing is, I'm also doing a general relativity series and got to covectors. I understand what they are computationally, but couldn't "visualize" them, beyond the typical "stacks". Then I stumbled on the interpretation of covectors as linear maps, which served as a connection to linear algebra. I tried so many things to built a geometric interpretation all night but nothing formed in my head properly, so I was like, "meh, I'm 80% done with Professor Strangs lectures, might as well do another one". He led with x^H*A*x > 0 and for some reason, everything just started to click (x^H*A is an implicit map, so I have ideas about how to analyze things in my other GR class). Funny how his lecture was what I needed to get my head turning again. Thank you, and awesome lecture! ☺️🙌🏽 Stay safe during

  • @rosh70
    @rosh702 жыл бұрын

    If I had teachers like Gilbert Strang, I likely would've had a Ph.D in Math by now. No kidding! I love this guy! He made me fall in LOVE with Mathematics.

  • @annawilson3824
    @annawilson3824

    31:08

  • @madsonpena2783
    @madsonpena27833 жыл бұрын

    This lecture is just amazing, what a beautiful thing, all coming together...

  • @bearcharge
    @bearcharge14 жыл бұрын

    fancy tie!!!!

  • @straus1482
    @straus14828 жыл бұрын

    Never Seen someone like this.... Amazing!!!!

  • @georgesadler7830
    @georgesadler78302 жыл бұрын

    From this lecture, I really understand Positive Definite Matrices and Minima thanks to Dr. Gilbert Strang. The examples really help me to fully comprehend this important subject.

  • @SauravKumar-xg4zr
    @SauravKumar-xg4zr5 жыл бұрын

    @

  • @Eschewy
    @Eschewy11 жыл бұрын

    At 41:54, Strang gets the eigenvalues correct from memory. I'm impressed!