The Simplest Math Problem No One Can Solve - Collatz Conjecture


12 लाख वेळा पाहिला7 900

    The Collatz Conjecture is the simplest math problem no one can solve - it is easy enough for almost anyone to understand but notoriously difficult to solve. This video is sponsored by Brilliant. The first 200 people to sign up via get 20% off a yearly subscription.

    Special thanks to Prof. Alex Kontorovich for introducing us to this topic, filming the interview, and consulting on the script and earlier drafts of this video.

    Lagarias, J. C. (2006). The 3x+ 1 problem: An annotated bibliography, II (2000-2009). arXiv preprint math/0608208. -

    Lagarias, J. C. (2003). The 3x+ 1 problem: An annotated bibliography (1963-1999). The ultimate challenge: the 3x, 1, 267-341. -

    Tao, T (2020). The Notorious Collatz Conjecture -

    A. Kontorovich and Y. Sinai, Structure Theorem for (d,g,h)-Maps, Bulletin of the Brazilian Mathematical Society, New Series 33(2), 2002, pp. 213-224.

    A. Kontorovich and S. Miller Benford's Law, values of L-functions and the 3x+1 Problem, Acta Arithmetica 120 (2005), 269-297.

    A. Kontorovich and J. Lagarias Stochastic Models for the 3x + 1 and 5x + 1 Problems, in "The Ultimate Challenge: The 3x+1 Problem," AMS 2010.

    Tao, T. (2019). Almost all orbits of the Collatz map attain almost bounded values. arXiv preprint arXiv:1909.03562. -

    Conway, J. H. (1987). Fractran: A simple universal programming language for arithmetic. In Open problems in Communication and Computation (pp. 4-26). Springer, New York, NY. -

    Special thanks to Patreon supporters: Alvaro Naranjo, Burt Humburg, Blake Byers, Dumky, Mike Tung, Evgeny Skvortsov, Meekay, Ismail Öncü Usta, Paul Peijzel, Crated Comments, Anna, Mac Malkawi, Michael Schneider, Oleksii Leonov, Jim Osmun, Tyson McDowell, Ludovic Robillard, Jim buckmaster, fanime96, Juan Benet, Ruslan Khroma, Robert Blum, Richard Sundvall, Lee Redden, Vincent, Marinus Kuivenhoven, Alfred Wallace, Arjun Chakroborty, Joar Wandborg, Clayton Greenwell, Pindex, Michael Krugman, Cy 'kkm' K'Nelson, Sam Lutfi, Ron Neal

    Written by Derek Muller, Alex Kontorovich and Petr Lebedev
    Animation by Iván Tello, Jonny Hyman, Jesús Enrique Rascón and Mike Radjabov
    Filmed by Derek Muller and Emily Zhang
    Edited by Derek Muller
    SFX by Shaun Clifford
    Additional video supplied by Getty Images
    Produced by Derek Muller, Petr Lebedev and Emily Zhang

    3d Coral by Vasilis Triantafyllou and Niklas Rosenstein -
    Coral visualisation by Algoritmarte -

    रोजी प्रकाशित केले 2 महिन्यांपूर्वी


    1. Ryder Golde

      when I saw the problem as "3x + 1" my mind went to "solve x" but seeing it in the video as "3N + 1" instead makes more sense to me I actually set 3x + 1 to = 0 and solved that I might not be the best at math I still love it so shush

    2. Is Ad Tree

      Why do You divide by 2? I don't get it. Just keep applying the fórmula

    3. Buster Dafydd

      I came to find this video again because I thought I stumbled on this unique sequence, but Instead I found something that I think works similar... in that you divide any number by 2 and if it has a remainder square it, then divide by 2, and then repeat

    4. Rory Galusha

      Its funny how a educational video can make you feel stupider

    5. Momo S

      What’s the problem that they are trying to figure out...maybe you left that part out?!?

    6. Humblegrenade

      It’s the difference between reality and the illusion of reality

    7. Mr. Mattis

      369 is the answer !

    8. Андрій Довбуш


    9. Luis Ortiz

      I can see the foreseeable future and someone on twitter will tweet "how about you 3x+1 some bitches bro".

    10. SUP! FPV

      imagine the universe growth is following this theory.

    11. TheSalad Guy

      its just how the universe builds planets and height maps.

    12. omni D.

      I wonder if they tried this with 5x +1

    13. Quirkey_Spoon67

      If the last number (unit) is 1-9 the outcome will always be the same no matter the other numbers it will obviously be larger but it will only matter about the unit, the size of the number would be irrelevant

    14. underground4550

      every time i watch a video i ask my self WHY? and i am supposed to watch you explain something to me ok 7x3 + 1 is 22, and .... WHY ARE WE DOING THIS? it is impossible to solve ANYTHING without a PURPOSE.

      1. underground4550

        The Collatz conjecture asserts that the total stopping time of every n is finite. It is also equivalent to saying that every n ≥ 2 has a finite stopping time. I am not That smart but maybe if you explained this at the start instead of throwing numbers at me, unless you all like to pretend you are smart. So when A NUMBEr is greater or EQUAL THAN TO THE NUMBER TWO IT STOPS. "Honestly Finite stopping time sounds stupid" WHEN A NUMBER IS GREATER THAN EQUAL TO 2 IT STOPS? WHAT STOPS? ??? I STILL DONT SEE THE POINT, CONTEXT, APPLICATION, WHY IS MATH SO STUPID. THIS IS ALL ABOUT A SEQUENCE??? SO FASCINATING. WEHAT REAL WORLD APPLICATION IS THIS BEING USED ON?

    15. Larry Tinsley

      I don't understand the problem?


      That's my internet speed graph dude

    17. Jreison

      My dumbass was sitting like "the answer is 4x"

    18. Nic Risc

      can you use a computer code that will do it automatically?

    19. aydint89

      Why is this a problem ?

    20. Kamiel Draulans

      1 = 3x+1 JA DIT IS WAAR

    21. Devin

      if only numbers were words...

    22. Georg S

      Obviously adding something (1) that cant be divided by 2 will end at exactly this numer (1) lol

    23. DutchGamerX

      can we use decimal

    24. Soul Theory

      Isn't this proof of infinity? The answer to the equation is infinity.


      What if we take a negative number?

    26. A Vessel

      To me, the Collatz Conjecture is a beautiful analogy that we are all random numbers in a Supreme Sequence. We will go through seasons of x3+1 where life flourishes and also /2 where life cuts us to the core... we will eventually peak at a point and then fall downwards until reaching One. The One. The Creator. This is when we enter "The Loop" also knows as Eternal Life. 2,000 years ago God became Man and was brutally murdered on the Cross for the rebellion of mankind in order for you and I to enter The Loop of Collatz' Conjecture. Repent and Trust in Jesus. Amen.

      1. omputer fan

        when you get to heaven can you ask big G what the number is

    27. Gian Carlo Bata

      Just a comment from someone not in a math major... why are we so fixated with multiplying it by 3? Why not multiply it by 9 or 2 or anything else? Many mathematicians may have wondered before what if they changed 3, which is an odd number into 2, an even number. p.s. Don't hate me for this. Again, I'm someone not in a math major.

      1. J Modified

        For some other multipliers the result is easily provable.

    28. Arun Maiti

      great video! btw, which model/brand of the phone is he using at 6:41, anyone?

    29. JerzeeeDevil

      Whatever goes up must come down.

    30. Gamer Tayhong

      If we let skynet solve the problem then we have solved another.

    31. Jerry Lowrance

      So what about "3X+1" where X=PI?

    32. Orange Crush

      Binfords law can detect irregularities in ballots, except in the 2020 election that is………..

    33. Why_r_ u_gai


    34. Amin Assadi


    35. timothy kearns

      Where's the "="?

    36. Don Cooper

      There's nothing random about the stock market. It is highly manipulated by central banks, governments, corporations and financial whales.

    37. Supertracker007

      I'm sorry I can't get over this... how the hell do most numbers start with 1? This is breaking my brain and I feel like it shouldn't work, because there's always just another number and it's not like the number of potential options is changing. There's only 9 options so shouldn't it be 1/9th for each option with a slight exception in zero?

      1. J Modified

        They don't, except in certain situations. For city sizes in the US, for example, there are many small towns, fewer mid-sized cities, and very few large cities. When you have a distribution like that where the higher the number is the less frequently it occurs, then you can get a Benford's Law distribution or something close to it. This is what you would expect because there are more 10,000-19,999 population cities than 20,000-29,999, and more 100,000-199,999 than 200,000-299,999. Many things have distributions like this. City/town populations are a very close fit. Anything closely related to that, like city land area or number of voters per city will also be a good fit. Others are company employee numbers, personal income and wealth, and animal species sizes. There are many small companies and few huge ones. There are many poor people and few ultra rich. There are many small animal species and few large ones. Of course none of those is a perfect fit because there is some clustering - the size distributions are not entirely smooth. Other things have other distributions. When rolling two dice, you get a lot of 7s and not many 2s and 12s. Male heights in inches almost all start with 6 or 7.

    38. Dakota McKnight

      If from 1 every other number is odd, and from 2 every other is even, 0 is nether even or odd and both even and odd. 0÷2=0 is infinite, 0×3+1=1 falls into 4,2,1 cycle

    39. Roger Gallebo


    40. Ephects

      X = 1

    41. Michael Berru

      There is no problem.

    42. TechnoMageB5

      Extrapolating from the end - the 4-2-1 result - if the conjecture is correct, we only need to prove that at some point the iterations of 3x+1 eventually hit a power of 2, at which point it reduces to 1 no matter what. Since powers of 2 are as infinite as counting, this is possible. We can ignore all even numbers as an initial seed because a divide by 2 often enough will lead to either an odd number eventually or 1, if the even number is a power of 2. So we can focus our initial seed as an odd number. (Conversely, any even number that would disprove this theory first reduces down to a smaller odd number before taking off, hence using even numbers as an initial seed to try to disprove this is a waste of time. For example, let's say the number 102 would disprove it. First step, divide by 2, we get 51. So, if that were true, we would have discovered at an initial seed of 51 that it disproved the conjecture, and would not have reached 102 ever - there would have been no need to.) My question now becomes, is there a mathematical way to prove that, for any given odd number, the function (3x+1)/2 has a maximum application iteration before it reaches a power of 2 and is then forced down to 1? Note: given that powers of 2 geometrically increase with each step up, it wouldn't surprise me if the number of times the function has to be applied to reach a power of 2 also increases geometrically as the numbers go up. If this is so, logically the solution would involve a power of 2 calculation to extrapolate the maximum iteration for this to happen. At this point I would want to generate samples to observe and see if there's a pattern that can be extrapolated and translated into a formula to demonstrate this. If supercomputers have already computed that all numbers up to 2^68 resolve down to 1, we have plenty of samples to work with. Side note: I was that kid that extrapolated the quadratic formula in Algebra class in 8th grade several days before it was taught to me, in an effort to "solve for x" more efficiently than using "completing the square" and such. I just chose to go into engineering instead of mathematics as a career. I may come back to this when I have more time. Back to work for me...

    43. Conrad Hickok

      I feel like it can't be proven because it's not a truth, it's a tendency, and a proof would disprove outliers. Try to prove a tendency, you're in tough water. Demonstrate one, sure.

      1. Conrad Hickok

        I meant to add the equation itself is naturally reductive so eventually it reduces itself into the smallest amount it can realize.

    44. Jay Ray

      I don't know if you read these, but I have a theory and I'm curious as to whether you think it would work, and if not, why? Begin with a very very large number, and allow a computer to make these calculations, and save every number it ran into. Now have this computer restart at 1 higher, and any time it strikes a saved number it terminates, knowing that outcome will be the same from where it landed, and restart one higher. At the same time have a second computer begin making calculations from the bottom, filling in any holes the first computer does not. These two computers can share a database of numbers, and repeat this process until almost any smaller number is already accounted for. This would allow for a shortcut to calculation, allowing a computer to calculate significantly more numbers in a given time frame, and also significantly lower the "playing field" of possible numbers over time.

      1. J Modified

        Recording tested numbers is not feasible. To test the seeds already known, you would need a memory chip the size of our solar system. What they do is test in order, stopping when the value is below the seed, and pre-filtering numbers known to reach 1 based on the highest previously tested (though testing a number is so fast that using the strictest known filtering would probably make it slower).

    45. Soorena Aslani

      I have found the solution. I will release it for 100 bitcoins.

      1. adam


    46. Lion Pride Music

      This is how we go back in time

    47. Andu Raaru

      First of all they're looking at it backwards, they should pay attention to 1,2,4 not 4,2,1, and another hint is 1,2,4,8,7,5. Good luck

      1. Andu Raaru

        Again, this is not a "problem" and does not have a "solution". The visible patterns and Fibonacci distribution should tell anyone with understanding this is not something you can break or introduce chaos into.

      2. Andu Raaru

        In the tree graph, you may notice, it begins with 1,2,4,8,16 (1+6 = 7) and then to either side of 16 you have 32 (3+2=5) and 5. You will after notice two different types of branches. One type of branch will follow this infinite pattern of 1,2,4,8,7,5. The other type of branch will repeat the alternating pattern of 3,6,3,6,3,6....... There is no problem to be solved here, only things to be realized. Anyone who truly wishes to understand what is going on here may start by researching Nikola Tesla and 3,6,9

    48. Purple Knight

      Tony Stark and Shuri probably solved this as children for funsies

    49. Tyrrian

      I’m pretty sure the answer is 1*1=2.

    50. Mafort

      Did they test one Gazillion? I have a feeling about this one.

    51. kamran pervez

      Interesting but seems useless. Math is full of such weird looking phenomena but most of these phenomena are form due to the very nature of math.

    52. LeadCodpiece

      I still don't get why is that a problem

    53. TNQR_Warrior

      3 + 1 = 4. 3 x +1 = ?. The x is what's messing people up. x is the 24th letter of the alphabet. 3 + 24 = 27. 27 + 1 = 28. Answer: 28. (Please take this comment as a joke)

    54. Georgia's Library

      I solved it! No, because of 0. If you divide 0 by 0, you get undefined and even if you still got 0, you would be stuck at 0 forever.

    55. Pranoy Kumar

      lol, I still don't understand what they are trying to solve.

    56. Fatema Tasnim

      Lucky I have my calculator 😁

    57. Jesse


    58. Wieh Ahuo

      rule Even/2 represent At present, the double number of 2^68 is not exhaustive... The double number of 2^68X2 is not... 2^68X2X2 is not twice the number... Infinite loop 規則 偶數/2 代表 目前窮舉2^68的兩倍數都不是... 2^68X2的兩倍數也都不是... 2^68X2X2的兩倍數也都不是... 無限循環

      1. Wieh Ahuo

        3x+1 1 Why is it so special? 1 cannot be reversed In this rule, 1 is 0 1 is an odd number, presumably some N*3+1 N*3+1=1,N*3=1-1 N*3=0,N=0*3,N=0 So 1=0 1 is produced by 2 even numbers~ 2/2=1, 1*2=2 1

    59. Oliver Freier

      Did any math hero tried to find a function / rule for the negative case that leads to a similiar loop developement as in the positive numbers ?

    60. Pastiche

      What if we include decimal numbers ? Like 1.85 or like 18.092 ? Thanks.

    61. Debabrata Nayak

      This video is a gem 💎 , although the problem is mind boggling but to express us in this way it's really a gem.

    62. Xtrri

      What would happen if you reversed it, so you half odd numbers while apply 3x+1 to even numbers? My guess is that the graph will just get inverted.

      1. omputer fan

        ok lets try it 10 31 15.5

    63. Dr noBrain

      4 2 1? did Jupiter copy pasted this for it's moons orbital resonance?😁

    64. Δημήτρης Σταυρόπουλος

      Well, infinity is not a number so you have to specify what infinity means to any given problem. If you say that after 10000 is infinity then the 3x+1,/2 number if of 21 is close to infinity.

      1. J Modified

        In this case infinity means that for any number you chose in a Collatz sequence, a higher number will follow.

    65. Fabian Wichelhaus

      This seems to be a problem for an algorythm, isn't it?

    66. freeNode5

      think of this, not as the question, but the answer ;)

    67. Nazeeh .v

      Humans creates numbers to understamd stuff and then doesnt understand it. Some problems might be small but are actually really hard.

    68. Can

      what about imaginar number?

    69. Андрей Николаев

      3x+1 1x3 3

    70. Robel Moreno

      1/2 the time you can divide by 2 to get to the next odd number, 1/4 of the time divide 4 times... What about infinity times? Infinite times to get to an odd number?

    71. Alain Coetmeur

      Is the a way to prove it cannot be decided as Gödel defines ? I imagine, non, as it would be done ? For me, it seems like a halting problem. What is seducing people is what I finally understood of NP problems, the asymmetric behabior: for NP, hard to solve, easy to check. For 3x+1, easy to state, hard to check.

      1. J Modified

        Possibly, but it doesn't "feel" unprovable to me.

    72. Kornel


    73. Rahul Swami

      This reminds me of a sloka from Upanishads: पूर्णस्य पूर्णमादाय पूर्णमेवावशिष्यते |

    74. pranav r

      Who came here from meme.

    75. Darko Dominik Dy

      its 4 right?

    76. Lio Unique

      Solved this in 3 minutes and bought a fake Noble prize for myself.

    77. pete mchardy

      The speed of light may be the serlusion

    78. ApoteOtiK

      Can you please make a video on 3, 6 and 9? Cheers

    79. Kristoffer Sigerstam

      WTF Did i wake up to?

    80. Ice13

      I have a slightly above average IQ but somehow, math always gives me a headache even just looking at complicated questions

    81. aqil iman

      It always go back to "one".

      1. Релёкс84

        Prove it?

    82. Nope Nada

      Probably being a idiot, but could a algorithim follow these rules and cross check with numbers on the chart to see what is or isn't there

    83. OGX HUB

      3X +1 just an equation with any input numbers… which through x3 and +1, then come with an extra rule applied on the output (odd/even).. what’s going on here maybe is the probability generating the output, and how you treat the output with extra rule on group. Question is why the extra rule needs to be /2 ?

    84. Isaac Tai

      Can't you just do aleph null square root aleph null?

    85. Lukelini Gaming

      The reason why the problem has three loops when x is negative is because the problem works differently. When x is positive and an odd number, it’s absolute value is multiplied by 3 and then added by one. When x is negative and an odd number though, it’s absolute value is multiplied by 3 and then subtracted by 1. To get the proper results you would be looking for is to do 3x-1 when x is negative and 3x+1 when x is positive.

      1. Релёкс84

        Of course. But the questions remains of why 3x-1 behaves so differently from 3x+1, even though that 1 quickly becomes negligible in comparison to the 3x. A lot of attempts at on-the-fly justifications for 3x+1 always going back to 1 are so imprecise that they almost always apply just as well to 3x-1, except the latter doesn't always go back to 1 making their reasoning invalid.

    86. Gargon

      Since its 3x+1, 1 is the starting point of the y axis. If we go the other way, in the negative x, we have a tiny portion that has the x as negative but y as positive. It goes to only -0.33333333..., then both y and x are negative and don't obey the same rules. But -0.33333333... is infinite. we never quite get back to our 1 y axis. So the only way that there would be another loop or wouldn't end in the 4-2-1 loop would be with fractions, decimals, or any number that doesn't in some way have a positive 1 in it. Any number has a +1 in it..... except 0.... and the negatives... so that is my answer... idk if what i had in mind could be properly said through this message.

    87. Michael K.

      I guess 96 pecent of the viewers including me dont even know what mathematic proof means exactly lol

      1. J Modified

        I once graded a computational theory course. 60% of those CS Master's degree students did not seem to know what mathematic proof means.

    88. Michael K.

      Mathematicians may say it's a problem, but I'm fine with it

    89. William Grosbach

      Ever hear of a twentieth-century Austrian-American logician-mathematician-philosopher named Kurt Gödel?

    90. Odinaka Okoye

      Why is this really necessary

    91. Motor Head

      Is this a joke? Are real mathematicians really work on this? "Multiply by 3 and add 1 to odd numbers" this eliminates every prime number higher than 3. "Divide even numbers by 2" 2 is the only even prime number and reduces all sums by half including even results. This seems more like a children's math riddle than a serious mathematical equation.

      1. Релёкс84

        @Motor Head Right. It's not hard to see that any sequence heads to one once it hits a power of 2. However, the "fuss" is actually proving that a sequence always hits a power of 2 eventually, and that's not exactly easy, and also you have done no attempt at even trying to justify it.

      2. Motor Head

        I worded it wrong. The solution is 2 to the nth power. Its in the x3+1 until you reach a number that is equal to 2 to the nth power. All this does is manipulate numbers until you reach a numer that equals 2 to the nth power. 2,4,8,16,32,64,128,256,512,1024, 2048.............n. once there it a mater of division until you reach 1 than it back to 4 and repeat. Simple. Not sure what the fuss is.

      3. Релёкс84

        "This eliminates every prime number higher than 3" what do you mean by eliminate? It really just sounds like you haven't understood the difficulty of the problem yet. It sounds simple but it really isn't. And if it were simple enoguh for someone like you to solve, this video wouldn't exist.

    92. _Parazitik

      The largest peak I found was the number 60342610919632 and the seed number 6631675

    93. Jesse Lemaster

      Is this only for whole numbers? Like what if you plug in 86.5?

      1. Релёкс84

        Evenness and odness only make sense for whole numbers, yes.

    94. utbah noor

      start a loop of 0 you will never get 1

    95. Cifer

      Okay but whats the problem? Theres nothing to work on tbh

    96. jaydev acharya

      What if you take 1 as an even number and then divide it by 2 and carry on with the same algorithm

      1. jaydev acharya

        Could you elaborate more !

      2. Релёкс84

        @jaydev acharya That's even worse, because evenness and oddness only make sense for integers. If you ever want to apply them to non integer you have to change their definition, and from that point on whatever happens only depends on you.

      3. jaydev acharya

        We can always go in to decimal!

      4. Релёкс84

        If you take odd numbers as even numbers you shouldn't be surprized if everything stops making sense.

    97. NotNormal

      3x + 1 is literally 3x + 1 because we can’t simplify it unless we know what the variable is

      1. Mi Feke

        ​@NotNormal But you are correct because we can't simplify 3x + 1. Just watch the video on double speed so it can save 2x of time.

      2. NotNormal

        @Mi Feke no lol also this is a joke comment

      3. Mi Feke

        The whole point of the video is about the variable, did you even watch it?

    98. Nightly Palm Tree

      I think it's because at the root of everything (at the end of counting parts) is an indivisible 3 dimensional object that the counter cannot divide. So the numbers 1,2,3 stand for the three dimensions of every countable object. And the 4th number represents the Counter, the person doing the counting. The reason why the numbers go up and then down is because 3x+1 and the instruction of what to do in the case of an even number (1/2 it) have different odds of producing an even number. 3x+1 produces an even number every time. 1/2 step down action occurs on even numbers and 50% of the time produces an even or odd number. So if it goes down because of landing on an even, it will afterwards go up 50% of the time because of landing on an odd and go down one step later, because odd numbers produce even numbers one step later. So the odd values in the numeric scale produce upward steps and then downward steps. And the even numbers produce downward steps with a higher than 50% chance to go down afterwards, looking at a 2 step process. Looking at a 3 step process, essentially, a number that's odd, goes (odd*3+1, and then the next number goes 1/2, inevitably, then it has a 50% chance based on the numeric scale of going up or down again.) and a number that's even goes (even/2, and then the next number is either odd or even, which means it goes 3x+1 (odd) or 1/2 (even) and in the former case (when it's odd), in the case of 3x+1 it inevitably will go down the next turn because it will land on even). So odd numbers are fewer steps predictive to go up (they're 1 step predictive). And even numbers are more predictive to go down than 1.5 steps even . So the pattern goes up and down inevitably by chance but ends up approaching the 1-4 loop because no number can be counted less than a one part three dimensional object by an external entity that considers himself a counter. Ie 1-2-3 dimensions and 4 the counter.

    99. KVMVKVZ

      Easy answer. All things die.

    100. P for pastilles

      What about 0