Computing inverse matrices using Gaussian elimination | Lecture 12 | Matrix Algebra for Engineers

  Рет қаралды 72,079

Jeffrey Chasnov

Jeffrey Chasnov

5 жыл бұрын

How to compute the inverse of a matrix by computing the reduced row echelon form of the matrix.
Join me on Coursera: imp.i384100.net/mathematics-f...
Lecture notes at www.math.ust.hk/~machas/matrix...
Paperback at www.amazon.com/Matrix-Algebra...
Subscribe to my channel: kzbin.info?...

Пікірлер: 46
@ProfJeffreyChasnov
@ProfJeffreyChasnov 4 жыл бұрын
Find other Matrix Algebra videos in my playlist kzbin.info/aero/PLkZjai-2Jcxlg-Z1roB0pUwFU-P58tvOx
@timothymbulambago
@timothymbulambago 4 жыл бұрын
Thank you Jeffrey. This has been so helpful. Thanks.
@holyshit922
@holyshit922 2 жыл бұрын
I prefer firtsly reduce to triangular matrix to be able to see determinant and eventually stop calculations when it equals zero
@primetrader5062
@primetrader5062 3 жыл бұрын
This channel is greatly underrated! Probably the best videos about matrices on youtube!
@goodwavedata
@goodwavedata 3 жыл бұрын
These are definitely awesome. I'm self-learning all this material and one thing that's working well is some "all-source fusion." I've mixed these w/the 18.06 lectures, Khan, James Hamblin, and Math The Beautiful. Hearing it in different ways, from different instructors, helps to make it click for me. Sometimes I think 18.06 assumes too much from the beginning, but I'm planning to back to those after I've gotten through all these other series.
@seth9301
@seth9301 2 жыл бұрын
Too much man. The value here is enormous
@noorelhoudaa28
@noorelhoudaa28 2 жыл бұрын
You're totally right
@cricticalthinking4098
@cricticalthinking4098 2 жыл бұрын
I always look for one of these before tackling homework on a related topic. Gets me in the correct mindset.
@flaguser4196
@flaguser4196 2 жыл бұрын
yeah, absolutely. i got to invert a matrix with my own code for the first time! major life milestone. haha.
@tharunnilanka840
@tharunnilanka840 2 жыл бұрын
I was sleeping when this part going on my campus lectures. But no worries sir Jeffrey is here for me. love and gratitude from Sri Lanka.
@thanglee2345
@thanglee2345 3 жыл бұрын
how does this only has 4k views?? I'm so glad I stumbled upon this channel. I'll share to my classmate for sure ! greetings from belgium !
@janeahdavis
@janeahdavis 6 ай бұрын
OMG... I am so glad I found your video. Thank you so much. This has been a struggle and you made it very easy for me to understand.
@estherngeso4544
@estherngeso4544 2 жыл бұрын
Sir thanks for making me understand this...I've really been struggling 🙏🙏🙏
@sermonseeker
@sermonseeker Жыл бұрын
Thank you very much, i was having linear algebra exams and i watched this few hours before. And it has helped me
@pini1946
@pini1946 Жыл бұрын
Neither Coursera, Khan Academy, Platzi nor the many websites I visited before could provide an explanation this clear. Thanks a lot.
@TiktokBeats
@TiktokBeats 2 жыл бұрын
Thanks for this it's a big help for me for my linear algebra
@nathanielnaidoo1811
@nathanielnaidoo1811 Жыл бұрын
Thanks Prof! Love your style of teaching
@chvilohith4133
@chvilohith4133 2 жыл бұрын
excellent video sir please upload videos like this
@pietrarualfred9209
@pietrarualfred9209 2 жыл бұрын
life savior, thank you very much for this video
@user-yx5wd5yy6h
@user-yx5wd5yy6h Жыл бұрын
awesome tutorials! thank you.
@rachidnajib1013
@rachidnajib1013 Жыл бұрын
Hello thank you for this video. Can we use the exchange of rows in this algorithm.
@toodles8397
@toodles8397 2 ай бұрын
My lecturer rushed through this part for us im so thankful your videos sir, otherwise there would be no hope for me
@uddeepisiwara1358
@uddeepisiwara1358 Ай бұрын
Clear Easy to Understand❤
@muazzamali3659
@muazzamali3659 Жыл бұрын
Respect, Thanks
@habib97se
@habib97se 4 ай бұрын
Thanks Jeffrey
@renaldferraj2658
@renaldferraj2658 2 жыл бұрын
First divide the first row by -3 and you can start making the diagonal by. It's much easier and there is less confusion.
@nargizpashayeva8549
@nargizpashayeva8549 Жыл бұрын
Thank u so much !!!
@chandamandona1940
@chandamandona1940 5 ай бұрын
Thankyou Sir
@muheezolamilekan9818
@muheezolamilekan9818 4 ай бұрын
thanks alot
@flaguser4196
@flaguser4196 2 жыл бұрын
Thank you very much for your clear lessons! I was able to code my first matrix inversion from scratch, in less than 20 minutes. I coded in Octave (Matlab clone) and it is actually far simpler than what I used to imagine (reading through Numerical Recipes in the past made me think it wouldn't be simple...). It may be silly given Matlab already has it's own built-in "inv" function, but my goal is to eventually port my code to other languages while avoiding the unnecessary hassle of overkill linear algebra libraries. Octave is also convenient for checking that I got the algorithm right. After inverting several random matrices, I noticed that even if the pivot values are zero (where I just abort to avoid division by zero), Matlab's "inv" function can still compute an inverse. As far as I have searched, this is where row swapping or partial pivoting comes in. I wonder whether you have covered this somewhere. Thanks.
@ProfJeffreyChasnov
@ProfJeffreyChasnov 2 жыл бұрын
I cover partial pivoting in my Numerical Methods for Engineers course.
@AJ-et3vf
@AJ-et3vf 2 жыл бұрын
Awesome lecture sir! An alternative and probably more effective to do this sir would be to do an LU factorization since we are effectively solving 3 sets of 3x3 linear equations, i.e. we have the same A matrix thrice. LU factorization comes in handy for problems like this with different b vectors for the same A matrix. Otherwise, still very nice lectures sir!
@ProfJeffreyChasnov
@ProfJeffreyChasnov 2 жыл бұрын
Nice comment!
@chuadaniel
@chuadaniel 3 ай бұрын
how do you solve it if the matrix is not a square matrix which i believe means 3x3 or 2x2 or 4x4 or 5x5 etc
@ProfJeffreyChasnov
@ProfJeffreyChasnov 3 ай бұрын
Only square matrices have inverses.
@prathamgupta4900
@prathamgupta4900 Жыл бұрын
method is nice but how do we mathematically proof the this method give inverse matrix everytime
@footballistaedit25
@footballistaedit25 Жыл бұрын
I also ask this to myself
@oshadhaedirisinghe1455
@oshadhaedirisinghe1455 9 ай бұрын
@zarbose5247
@zarbose5247 10 ай бұрын
How is he writing backwards?
@DIOBRANDDDDOO
@DIOBRANDDDDOO 10 ай бұрын
Because he is kid the finger
@mohammadlatif4924
@mohammadlatif4924 3 жыл бұрын
Sorry Sir, first make 1 to diagonal and use row operation and onward similarly will be easy.....
@anushreegairola2291
@anushreegairola2291 3 жыл бұрын
Sir why we are learning to find inverse .
@ProfJeffreyChasnov
@ProfJeffreyChasnov 3 жыл бұрын
Good question. Mainly for theoretical reasons.
@Alex-bc3tt
@Alex-bc3tt 2 жыл бұрын
Plenty of reasons... such as solving for a system of linear equations by putting them in the form Ax=b and then let x = A^-1b
@kushaljayaswal4255
@kushaljayaswal4255 3 ай бұрын
waltah
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