Binary Exponentiation

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  • เผยแพร่เมื่อ 4 ต.ค. 2024
  • Binary exponentiation (or exponentiation by squaring) is an algorithm that quickly computes a big power a^b in O(log(b)). This tutorial for beginners includes the intuition, examples, and two C++ implementations: recursive and iterative. Check out cp-algorithms.... for articles on more advanced algorithms.
    Subscribe for more educational videos on algorithms, coding interviews and competitive programming.
    Github repository: github.com/Err...
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    Frequently Asked Questions: github.com/Err...

ความคิดเห็น • 155

  • @danieldawson8018
    @danieldawson8018 4 ปีที่แล้ว +128

    It's cool to see you get better and better at explaining as time goes on, and you were already good to begin with.
    Thank you, and keep it up!

    • @devendrasingh4776
      @devendrasingh4776 4 ปีที่แล้ว

      Quite obvious as he is a fighter and he knows it.

    • @marvinlessknown3702
      @marvinlessknown3702 2 ปีที่แล้ว

      He really is very good. Is he russian?? They're the best teachers / mathematicians I've ever. kantorovich being maybe the greatest??

    • @justsvk1500
      @justsvk1500 ปีที่แล้ว

      ​@@marvinlessknown3702 polish

  • @ShubhamGhuleCodes
    @ShubhamGhuleCodes 4 ปีที่แล้ว +95

    Your videos are the reason I started competitive programming 🙌 thanks a lot!

    • @Errichto
      @Errichto  4 ปีที่แล้ว +36

      that's great to hear!

    • @digitalgandu1511
      @digitalgandu1511 3 ปีที่แล้ว +4

      Why ?

    • @fahadhos
      @fahadhos 2 ปีที่แล้ว

      @@Errichto so your code will support this 5^(10^5)?

    • @hil449
      @hil449 8 หลายเดือนก่อน

      @@fahadhosyes, its lob(b)

  • @rakshithdogra793
    @rakshithdogra793 4 ปีที่แล้ว +40

    Hey Errichto i saw your video and got motivated towards CP and today only i solved my first problem on codeforces thank you bro

    • @Errichto
      @Errichto  4 ปีที่แล้ว +20

      Cool, good luck!

  • @jdhp3696
    @jdhp3696 4 ปีที่แล้ว +11

    Errichto, when you first released it, I didn't understand the concept of it, but decided to save it in my playlist to watch it later. Today, I was solving the daily challenge on Leetcode and suddenly remembered your video. Watching it now, things start clicking for me. Thank you so much. Please make more videos like these.

  • @azazel-oss
    @azazel-oss 3 วันที่ผ่านมา

    Hi Errichto, I hope you are doing great, just wanted to let you know that you are the reason I got into competitive programming and now I am addicted to it. Cheers

  • @nickheyer
    @nickheyer 2 ปีที่แล้ว

    I truly appreciate the "over-explanation" of even the more simple concepts. If anything it is a reinforcement that helps drive the concept home, instead of just skimming over it without any actual absorption.

  • @manishsharma2211
    @manishsharma2211 4 ปีที่แล้ว +13

    Errichto , The picasso of CP👌🔥

  • @MojahooProducer
    @MojahooProducer 4 ปีที่แล้ว +27

    wow another video, i thought your stream was planning a lot. thanks for your dedication, remember not to push so hard that you burn out!
    youre perhaps even the best educational channel i've seen, the way you explain things helps you understand how to get there too.

  • @yeetholmes619
    @yeetholmes619 3 ปีที่แล้ว

    I like how you smile when you explain the concept, shows your deep love for the art! A pleasure to learn from you !

  • @Garentei
    @Garentei 4 ปีที่แล้ว +3

    Best channel ever. This was actually my Facebook interview question.

    • @vikku_19
      @vikku_19 4 ปีที่แล้ว

      Really? Or They asked about of digits? Generally, we're asked about digits of big powers.

    • @Garentei
      @Garentei 4 ปีที่แล้ว

      @@vikku_19 No, it was binary exponentiation. But he didn't explicitly ask me to do so, he asked me to optimize a^b.

  • @ANKITVERMA-fl1zn
    @ANKITVERMA-fl1zn 4 ปีที่แล้ว +3

    The Overall Quality of videos are getting better great work indeed! waiting eagerly for Gaussian Elimination.

  • @tonystarc9567
    @tonystarc9567 4 ปีที่แล้ว +1

    Errichto you are a savior.... Please keep up doing this good work ... This matters a lot specially in the countries with small per capita income...

  • @LearnWithAnmolll
    @LearnWithAnmolll 5 หลายเดือนก่อน +1

    your article is just awesome

  • @vinitsharma6630
    @vinitsharma6630 ปีที่แล้ว

    i wasted my time in another video watching it again & again trying to figure this out this made it crystal clear covering every doubt the previous video created like the shift and mod ones

  • @CarlosMartinez-ed7ey
    @CarlosMartinez-ed7ey ปีที่แล้ว

    Thank you very much, you have a natural talent to explain clearly and make it easy.

  • @tomtan298
    @tomtan298 4 ปีที่แล้ว

    Your videos are the reason I started competitive programming ! Thanks so much for the contribution to this community,keep up the great effort and keep on pumping out more videos for the beginner series :D

  • @rajvijen
    @rajvijen 4 ปีที่แล้ว +13

    Just Watching A.B%N and this one pop out.
    Seems like whole series on NUMBER Theory coming out.😎

    • @Errichto
      @Errichto  4 ปีที่แล้ว +47

      As some people might know from my recent stream, next is matrix exponentiation and gaussian elimination ;) then more advanced topics

    • @loneshaan8531
      @loneshaan8531 4 ปีที่แล้ว

      @@Errichto looking forward

    • @shahbazalam3722
      @shahbazalam3722 4 ปีที่แล้ว

      @@Errichto Excited to learn Matrix Exponentiation.

    • @Gauravverma-ed7fw
      @Gauravverma-ed7fw 4 ปีที่แล้ว

      @Errichto please continue the series for mathematics in CP

    • @Gauravverma-ed7fw
      @Gauravverma-ed7fw 4 ปีที่แล้ว

      @@Errichto please continue series for mathematics in CP

  • @SebastianTysler
    @SebastianTysler 3 ปีที่แล้ว

    Thanks Errichto! This is good and easy explanation for fast-power (Binary Exponentiation)

  • @CarrotCakeMake
    @CarrotCakeMake 4 ปีที่แล้ว +2

    It amazing how there exists and algorithm to create an output of size B*log(A) in time log(B).

    • @Errichto
      @Errichto  4 ปีที่แล้ว +1

      The complexity O(log(B)) assumes that multiplication is done in O(1). This makes sense because we mainly compute a huge power modulo P.

  • @sujan_kumar_mitra
    @sujan_kumar_mitra 3 ปีที่แล้ว

    Best explanation of binary exponentiation

  • @ritikbaid4318
    @ritikbaid4318 4 ปีที่แล้ว +1

    Great content Erricto!.would be great to see some videos in the future on segment trees as well!

  • @yatharthfrommeerut9006
    @yatharthfrommeerut9006 4 ปีที่แล้ว

    I always thought why we studied this multiplication in principle of programming language. Now I know. Thanks

  • @em_nikhil_007
    @em_nikhil_007 4 ปีที่แล้ว +3

    Are you kidding me ERRICHTO!!
    How can you read my mind for what topics i need????

  • @thaynaemillycavalcantesant3687
    @thaynaemillycavalcantesant3687 3 หลายเดือนก่อน

    Really good explanation. Ty!

  • @hackytech7494
    @hackytech7494 3 ปีที่แล้ว +1

    Thanks for the explanation

  • @ductran7258
    @ductran7258 2 ปีที่แล้ว

    Thank you! Your explanation for this algorithm is awesome!

  • @TyButNowYouDie
    @TyButNowYouDie 8 หลายเดือนก่อน

    I had already solved this problem recursively before but I didn't understand the iterative solution until watching this video. Your explanation and visualization was really helpful. Thanks!

  • @RamisaAnjum
    @RamisaAnjum 2 ปีที่แล้ว

    12:10
    Thanks, man :D
    I thought I was the only one.

  • @hardikupadhyay9837
    @hardikupadhyay9837 4 ปีที่แล้ว

    Waiting for some more advanced stuff to come :) This videos are really great

  • @jonathanparlett1172
    @jonathanparlett1172 2 ปีที่แล้ว

    This was super helpful for my cryptography class thank you!

  • @ShubhamGhuleCodes
    @ShubhamGhuleCodes 4 ปีที่แล้ว +14

    Missing the teddy 🧸!

    • @climbnexplore1187
      @climbnexplore1187 4 ปีที่แล้ว +1

      But instead we have alcohol left of errichtos shoulder... wait why does Oxygen have three connections ?

    • @ShubhamGhuleCodes
      @ShubhamGhuleCodes 4 ปีที่แล้ว

      @@climbnexplore1187 Its carbon bro !

  • @amanrazz2091
    @amanrazz2091 4 ปีที่แล้ว +2

    GOD level explantation .... 🖤

  • @Aman_Panchal27
    @Aman_Panchal27 9 หลายเดือนก่อน

    This video helped a lot. Thanks Man.

  • @dipankarkumarsingh
    @dipankarkumarsingh 3 ปีที่แล้ว

    thank you for your wonderful explanation... you are an amazing teacher .

  • @shameekagarwal4872
    @shameekagarwal4872 4 ปีที่แล้ว +1

    thats very good!!
    please do cover diophantine equations, fft etc as well...and in such topics maybe include popular question and variations
    thanks!!

  • @ashwinmadke486
    @ashwinmadke486 3 ปีที่แล้ว

    Wonderful explanation ❤️! Understood every little thing. Thankyou 🙏

  • @johnstephen8041
    @johnstephen8041 4 ปีที่แล้ว

    Thanks much... keep doing these kind of videos.. really helps!

  • @souravsaha933
    @souravsaha933 2 ปีที่แล้ว

    Fine answer. Thanks ❤️

  • @ChandraShekhar-by3cd
    @ChandraShekhar-by3cd 4 ปีที่แล้ว +1

    Errichto Your are the "Einstine of CP".

  • @craigmiller9380
    @craigmiller9380 4 ปีที่แล้ว

    Best videos on youtube, thank you!

  • @vedshrutisarkar4319
    @vedshrutisarkar4319 3 ปีที่แล้ว

    Thank you for a perfect and easy explanation😄

  • @rakeshghosh8234
    @rakeshghosh8234 4 ปีที่แล้ว

    Great way.
    Its very nice than previous.

  • @AbhishekKumar-ky3uc
    @AbhishekKumar-ky3uc 4 ปีที่แล้ว +1

    Hi Errichto, I am a subscriber of your TH-cam channel and admire your work alot.Wanted to ask for an advice , how to learn solution of a problem when it's solution is not present anywhere on internet. Even if I get a hint it's easier. But there are some problems like asked on an interview whose solution afterwards I get nowhere in internet. How to learns solutions of such problems?

  • @siddharthpanigrahi3855
    @siddharthpanigrahi3855 3 ปีที่แล้ว

    Thank You, explained really well.

  • @kgCode658
    @kgCode658 3 ปีที่แล้ว

    wow u also have great teaching skills ..Thanks for helping

  • @PankajKumarGladiator
    @PankajKumarGladiator 4 ปีที่แล้ว +8

    10:54 😂That awkward moment 😂 !!

  • @carbyte2673
    @carbyte2673 3 หลายเดือนก่อน

    Thanks a lot man!

  • @SmartCoder89
    @SmartCoder89 4 ปีที่แล้ว

    I like the new background 👍

  • @riadhasan9725
    @riadhasan9725 ปีที่แล้ว

    Very helpful 👍

  • @rohanprak
    @rohanprak 4 ปีที่แล้ว +1

    @errichto *please* make a video on Segment tree
    *iterative* with *lazy propagation* , everyone teaches recursive one, with memory 4*n and 5 arguments !!
    non recursive if okay till point updates, but range updates ( lazy propagation ) seems way too complicated.
    please make a video on *lazy update* on *non recursive segment* tree, we belief you will make it simpler, and also no video on you-tube exists on it.

  • @asifanwarsajid8332
    @asifanwarsajid8332 3 ปีที่แล้ว

    Kamil, we need more videos from you. :D

  • @arushsaxena1213
    @arushsaxena1213 4 ปีที่แล้ว

    great video. It would be awesome if you could make a video on Merge sort tree.

  • @hil449
    @hil449 8 หลายเดือนก่อน

    didnt understand a single thing from the inverse part but ok, great video

  • @tarsala1995
    @tarsala1995 4 ปีที่แล้ว +1

    You can calculate 9^9
    I remember that it's 387420489
    But it doesn't really matter

  • @parnabghosh7877
    @parnabghosh7877 3 ปีที่แล้ว

    great explanation !

  • @mdfahad2726
    @mdfahad2726 4 ปีที่แล้ว +5

    I love your background 😍.
    Any specific reason why it contains High school physics, chemistry, maths equations?

    • @Errichto
      @Errichto  4 ปีที่แล้ว +2

      All science is beautiful, isn't it?

  • @anmol_tomer
    @anmol_tomer 4 ปีที่แล้ว +1

    I am a simple man, if(Errichto uploads) { make notes && like the video} # :D

  • @Jinsama_01
    @Jinsama_01 4 ปีที่แล้ว

    awesome video bro. take ❤️ from 🇧🇩

  • @adityatewary7174
    @adityatewary7174 4 ปีที่แล้ว

    Hey, Errichto thanks for the video. Can you also put some questions link in your description box?

  • @yashrastogi3726
    @yashrastogi3726 4 ปีที่แล้ว

    Thanks man. Keep it up

  • @winterSweet-k4m
    @winterSweet-k4m 4 ปีที่แล้ว

    can you make some videos about fractals in action? also, you're videos are *CRAZYYY* you're so good at explaining stuff

  • @baxi9227
    @baxi9227 4 ปีที่แล้ว +4

    don't forget to flex how you came up with matrix expo yourself

    • @Errichto
      @Errichto  4 ปีที่แล้ว +5

      Is it that important though? :D

    • @mksybr
      @mksybr 4 ปีที่แล้ว +1

      @@Errichto What video was that?

  • @איתיאוטולנגי
    @איתיאוטולנגי 4 ปีที่แล้ว

    can u please make a video abot how to setup your cp setup - how to download and use yor ide?
    would also like to see some c++ toturials
    tank you very nuch!

  • @CodeDecipher
    @CodeDecipher 4 ปีที่แล้ว

    Great video you upload 👌 I myself make computer science videos . Can you tell me which mic do you use ?

  • @omaraljarrah5089
    @omaraljarrah5089 4 ปีที่แล้ว

    When the Matrix expo is coming?
    We have been waiting for a long time now, looking forward to the new video

  • @preetamvarun9219
    @preetamvarun9219 3 ปีที่แล้ว

    Thank you

  • @ujjawal_
    @ujjawal_ ปีที่แล้ว +2

    which whiteboard website you are using

  • @kakashisenpai99
    @kakashisenpai99 4 ปีที่แล้ว +1

    Bro post your Hackerrank problem , 'Lisa's Workbook' approach and solution!

    • @II_xD_II
      @II_xD_II 4 ปีที่แล้ว

      respecckt

  • @AbhishekSingh-ws5rz
    @AbhishekSingh-ws5rz 4 ปีที่แล้ว

    Another great video. 😊

  • @Aditya-fx2tv
    @Aditya-fx2tv 4 ปีที่แล้ว

    Love your video errichto ❤

  • @dadisuperman3472
    @dadisuperman3472 ปีที่แล้ว

    Did you added the tag "Easy" on the thumbnail of the video?
    It was not there before.

  • @097kushagrarawat9
    @097kushagrarawat9 3 ปีที่แล้ว

    really helpful content :)

  • @Ghayth.Moustpha
    @Ghayth.Moustpha 4 ปีที่แล้ว

    Thank you a lot ❤
    Can you please recommend some problems to implemented as a training...
    Thanks again ❤❤💙💙💙

  • @MrPatrickbuit
    @MrPatrickbuit 8 หลายเดือนก่อน

    I understand it completely but it’s another one of those things I would not have come up with

  • @omaraljarrah5089
    @omaraljarrah5089 4 ปีที่แล้ว

    Thank U, U are awesome 🤘🌨❄

  • @venkatkumar5220
    @venkatkumar5220 4 ปีที่แล้ว

    Can you do a video on Matrix Exponentiation?

  • @enside8822
    @enside8822 3 ปีที่แล้ว

    Thank you!!!

  • @shoryasinghal5241
    @shoryasinghal5241 ปีที่แล้ว

    good eric

  • @ahsanulameensabit
    @ahsanulameensabit 4 ปีที่แล้ว

    Waiting for the next one...

  • @VachaspatiMishra99
    @VachaspatiMishra99 4 ปีที่แล้ว +4

    Dimitri finds out.

  • @himanshudixit490
    @himanshudixit490 3 ปีที่แล้ว

    Problem: You are given a sequence of length n. Apply to it a given permutation k times.
    Solution: Simply raise the permutation to k-th power using binary exponentiation, and then apply it to the sequence. This will give you a time complexity of O(nlogk)
    Can anybody explain what its talking about ?

  • @falseee4445
    @falseee4445 4 ปีที่แล้ว

    Thanks !

  • @ankitchoudhury9678
    @ankitchoudhury9678 2 ปีที่แล้ว

    Damnnn.. love you

  • @diwyanshukanthwal8669
    @diwyanshukanthwal8669 4 ปีที่แล้ว

    can you tell about left to right binary exponential

  • @harshamusunuri1924
    @harshamusunuri1924 2 ปีที่แล้ว

    I don't understand the iterative part, is there any other simpler way to understand this?

  • @debadityasutradhar7962
    @debadityasutradhar7962 4 ปีที่แล้ว

    why cant we just use pow(a,b) by taking a & b as input

  • @rajshubhankar1725
    @rajshubhankar1725 2 ปีที่แล้ว

    Hey what if I remove the 0 condition instead of 1. why just if(b==1) return a is not correct ?

  • @tombrady7390
    @tombrady7390 3 ปีที่แล้ว

    wow 200k kamil take a bow

  • @i.anandsingh
    @i.anandsingh 4 ปีที่แล้ว

    can you please explain how to find PRIMITIVE ROOTS,? and EULER'S TOTIENT FUNCTION.

  • @rujixie9025
    @rujixie9025 4 ปีที่แล้ว

    So neat

  • @i_am_wiz
    @i_am_wiz 3 ปีที่แล้ว

    I didn’t understand how 0th bit contributes to a....1st bit to a^2.....2nd bit to a^4.....and so on.....can anyone please help?

  • @abhudyasingh9109
    @abhudyasingh9109 4 ปีที่แล้ว

    How to calculate pow(a,pow(b,c)) under modulo

  • @iliavasilenko4961
    @iliavasilenko4961 4 ปีที่แล้ว

    Is it normal when somebody uses ints instead of long long?

  • @amalsakkoumi1392
    @amalsakkoumi1392 4 ปีที่แล้ว

    If a^-b how we can slove it please

  • @sawvikdipto3087
    @sawvikdipto3087 ปีที่แล้ว

    Only for My help. Please ignore.
    def p(a,b):
    res=1
    while b>0:
    if b%2==1:
    res=res*a
    a=a*a
    b=b//2
    return res

  • @5590priyank
    @5590priyank 4 ปีที่แล้ว

    geeky background :)

  • @HelloWorld-sy4yc
    @HelloWorld-sy4yc 4 ปีที่แล้ว

    Do u have a blog or channel in telegram for instance?

  • @joyo2122
    @joyo2122 3 ปีที่แล้ว

    🙏

  • @hamzakhiar3636
    @hamzakhiar3636 3 ปีที่แล้ว

    you said recurssive programs are slower than iterative programs why

    • @SanjeevKumar-tk4xd
      @SanjeevKumar-tk4xd หลายเดือนก่อน +1

      Because recursion uses stack data structure to hold these functions and it takes mounting and unmounting time to switch between functions. But iterative keeps running in one go. Slightly faster. Use javas currunt time millis and run a big test case you might see some milliseconds difference

  • @aryanyadav3926
    @aryanyadav3926 ปีที่แล้ว +1

    Didn't understand the inverse part.
    Rest was good