Zero divisors will change your view of arithmetic.

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Michael Penn

Michael Penn

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@marktin6357
@marktin6357 Жыл бұрын
At 13:37, another solution is 28. The solutions on [0..35] are 0, 1, 9, 28.
@journeymantraveller3338
@journeymantraveller3338 Жыл бұрын
A ring with no zero divisors is a domain meaning we can solve using the zero product rule.
@georgeharrison9012
@georgeharrison9012 Жыл бұрын
Although I'm not technically an algebraist, back in the day, I learned to love the subject using the first edition of John Fraleigh's text in my first course in abstract algebra at Wilkes University (1967). Both he and my professor expressed the joys of this subject. This video, like most, was great fun. Thanks
@roberttelarket4934
@roberttelarket4934 Жыл бұрын
I also saw Fraleigh's text in 1968 but we used McCoy’s. The former was beautiful with coloring if you recall the first time anything like that was done in an advanced book. However Fraleigh's book was full of serious theoretical mistakes that were eventually corrected! Fraleigh’s father had a PhD in mathematics and was a professor but Fraleigh went to Princeton but couldn't get his doctorate. I don't think he ever did get it elsewhere.
@georgeharrison9012
@georgeharrison9012 Жыл бұрын
@@roberttelarket4934 I do recall some problem earlier on with permutations and later when I was doing a 2-sem algebra course in graduate school, I tried to use Fraleigh's text as a reference for something and found the explanation at least to be confusing if not wrong, but that was the fall of 1969. I ended up in algebraic topology as a specialty. I do know that book was published with revisions up into the 200xs.
@aleksmich8928
@aleksmich8928 Жыл бұрын
You can simply use CRT in the ring Z_n to find the solutions of the equation x^2 = x. All of them have the form (b_1, b_2, ..., b_k), where all the b_k's are either 0 or 1, and n = p_1^{a_1}*p_2^{a_2}...p_k^{a_k} is the factorization of n. For example, 36 = 4*9 = 2^2*3^2. Then (0, 0) corresponds to 0, (1, 1) corresponds to 1, (0, 1) corresponds to 28, i.e. 28mod4=0 and 28mod9=1, and (1, 0) corresponds to 9, i.e. 9mod4=1 and 9mod9=0.
@bentationfunkiloglio
@bentationfunkiloglio Жыл бұрын
Will have to check out your abstract algebra course. Vcool!
@donaldbustell
@donaldbustell Жыл бұрын
Shouldn't 4x4=2 in Z7? How do you get to 9 in Z7?
@CielMC
@CielMC Жыл бұрын
That's what I was thinking, lol
@MonzennCarloMallari
@MonzennCarloMallari Жыл бұрын
I guess if you define 9 to be in Z7 then 9 = 2. Otherwise yeah I'm stumped too lol
@suzum0978
@suzum0978 Жыл бұрын
that's the same thing mod 7
@ianfowler9340
@ianfowler9340 Жыл бұрын
yes
@PubicGore
@PubicGore Жыл бұрын
9 isn't even an element of Z7.
@samueldevulder
@samueldevulder Жыл бұрын
3:56 4.4 is not 9; but 2 in Z7
@kappascopezz5122
@kappascopezz5122 Жыл бұрын
9=2 in Z7, so it doesn't make a difference
@zlodevil426
@zlodevil426 Жыл бұрын
@@kappascopezz5122there is no such thing as 9 in Z7
@samueldevulder
@samueldevulder Жыл бұрын
@@kappascopezz5122 Nope. Michael clearly says that "when you divide 16 by 7 you get a remainder of 9". Since when is the remainder greater than the divisor? This is definitely wrong (though 9 and 2 are of the same class, but that's not what he said).
@tommivehniainen1030
@tommivehniainen1030 Жыл бұрын
3:58 I think 4 time 4 should be 2. If you divide something by 7, remainder is always between 0 and 7
@addyraptor3675
@addyraptor3675 Жыл бұрын
we can write it as 9 too as 9 and 16 both leave the remainder of 2 when divided by 7. So 9 and 16 are congruent to each other under mod 7.
@notfeelin6610
@notfeelin6610 Жыл бұрын
@Arjan Hulsebos 2 is just a representative of a congruence class. while it is standard to use 2, there is nothing incorrect with using 9 or any other representative
@addyraptor3675
@addyraptor3675 Жыл бұрын
@Arjan Hulsebos you can make the same argument for 16 then and call it incorrect. As @notfeelin said, 16 and 9 are just a representative of the congruence class 2.
@stanleydodds9
@stanleydodds9 Жыл бұрын
The elements of Z/nZ are not integer remainders (like 0, 1, ..., 6). The elements are cosets of an ideal of Z, namely of nZ. That's why we use the notation Z/nZ: Z is the ring of integers, and nZ is the ideal {... -3n, -2n, -n, 0, n, 2n, 3n...}. Z/nZ is the quotient ring of Z by the ideal nZ. This works the same way as it works for groups and normal subgroups: the elements of Z/nZ are the cosets of the ideal, and addition/multiplication is defined by taking any representative integers from the cosets, adding or multipliying them, and then taking the result to be the coset containing that integer. It is important to note that this addition and multiplication is well defined (exactly because nZ is an ideal, similar to how this only works for normal subgroups). What this means is that it doesn't matter which representatives you use, you will always get the same coset as a result. For example, in Z/7Z, we may want to compute (5+7Z)*(4+7Z). To do this, we could use the representatives I've given here: 5*4 = 20, so the result is the coset 20+7Z, in other words the set {..-8, -1, 6, 13, 20, 27...}. So this is also equal to the coset 6+7Z, or -1+7Z, or any other representative +7Z. Alternatively, we could have used different representatives from the beginning: 5+7Z = -2+7Z, and 4+7Z = -3+7Z for example. So we could instead compute (-2)*(-3) = 6, and we again get the result 6+7Z, the same coset as above. Hopefully this makes it clear that it does not matter which representatives you use, because the elements are actually cosets of an ideal, not integers.
@algolin
@algolin 3 ай бұрын
@@addyraptor3675 He's right. Look at definition on the blackboard. 9 is not in Z7.
@Zaxx70
@Zaxx70 Жыл бұрын
9 is not in Z7... should be 2 no?
@algolin
@algolin 3 ай бұрын
Yes, you're right.
@quandarkumtanglehairs4743
@quandarkumtanglehairs4743 25 күн бұрын
This is my first exposure to"zero divisors". What a cool concept! Thank you, Professor Penn. I imagine one use for zero divisors in (large) prime-number factorization techniques, and perhaps another in accounting for null spaces in higher geometries past the 4th or 5th spatial dimensions.
@frfr1022
@frfr1022 Жыл бұрын
I like this video a lot. It feels like a guided tour through these examples, similar to your videos on dual numbers.
@PubicGore
@PubicGore Жыл бұрын
3:54 9 isn't even an element of Z7. This was a pretty big blunder. Instead, 4 • 4 = 2 in Z7.
@toddtrimble2555
@toddtrimble2555 Жыл бұрын
It's not a *big* blunder, considering that he obviously means the congruence class of 9, which is the same as the congruence class of 2. I'd call it a minor mistake, brought on by his committing himself to defining the underlying set of Z_7 to be {0, 1, 2, 3, 4, 5, 6} (chosen representatives of their congruence classes).
@michaelpark
@michaelpark 11 ай бұрын
@@toddtrimble2555 It's not about Z7 or congruence classes. His big blunder is saying "If you divide 16 by 7 you get a remainder of 9." That's just wrong.
@toddtrimble2555
@toddtrimble2555 11 ай бұрын
@@michaelpark It's wrong, yes, as I also said, but to call it a "big blunder" (which makes it sound like the whole video comes crashing down because of it) is an exaggeration. To repeat: not much more than a minor slip, such as we all make from time to time when we're focusing on bigger issues, and easily rectified along the lines I mentioned.
@PubicGore
@PubicGore Ай бұрын
@@toddtrimble2555 In what sense does calling something a 'bug blunder' imply the video comes 'crashing down?' It doesn't. It was a big blunder because it's very obvious that he was wrong. The degree to which this affects the greater video is not relevant.
@JamesLaFleur
@JamesLaFleur Жыл бұрын
8:31 The epsilon of the dual numbers is another nilpotent (nilsquare) element. You can write it as a matrix, too. And I saw in Wikipedia's article "Smooth infinitesimal analysis" there are "nilsquare or nilpotent infinitesimals".
@Bodge18
@Bodge18 Жыл бұрын
3:58 Shouldn't it be 4*4=2?
@WielkiKaleson
@WielkiKaleson 11 ай бұрын
Of course! There is no 9 in Z_7.
@iooooooo1
@iooooooo1 Жыл бұрын
Python 1-liner to compute the solutions of x^2 = x mod 36: [i for i in range(36) if i**2 % 36 == i % 36] => [0, 1, 9, 28]
@goodplacetostop2973
@goodplacetostop2973 Жыл бұрын
14:24 Ah, good old zero divisors
@Maths_3.1415
@Maths_3.1415 Жыл бұрын
So fast 😮
@jursamaj
@jursamaj Жыл бұрын
13:35 28^2 mod 36 is also 28.
@ZipplyZane
@ZipplyZane Жыл бұрын
Did I miss it, or did he not actually do the problem in the thumbnail? Surely the ring in which 0/2 = 3 is Z6. Also, what is the difference in these integer rings and modulus operations? Why are they treated differently? Why is it not 0/2 is congruent to 3 (mod 6)?
@MrRyanroberson1
@MrRyanroberson1 Жыл бұрын
x^2 = x -> x^2 - x = 0 -> x^2 - 2x(1/2) + 1/4 = 1/4 -> (x-1/2)^2 = 1/4, thus if you can find any element where it squares to 1/4 you can simply add 1/2 to get an idempotent element. for the case of 1/2 and -1/2, they square to 1/4, so adding 1/2 to each gives 1 and 0, the common solutions. in the split-complex numbers, j^2=1 and so j/2 squares to 1/4, giving another idempotent (1/2 + j/2) which squares to itself; this solution also demonstrates another way of discovering idempotent terms: (1/2+j/2) = (1+j)/2, and (1+j) squares to 2(1+j), thus for all x^2 = ax, you can define y = x/a and find that y^2 = x^2/a^2 = ax/a^2 = x/a = y.
@roberttelarket4934
@roberttelarket4934 Жыл бұрын
What elementary school did you go to Michael? We never had additive inverses in elementary schools!!! School was completely different in the U.S. in the late 1950's! It was terrible even in junior high school(now called middle school).
@mmarriag1
@mmarriag1 Жыл бұрын
4(4) mod 7 = 9 mod 7 = 2
@Erekose2023
@Erekose2023 Жыл бұрын
In the range Zed-7 wouldn't 4 * 4 = 2 ? 9 being outside Zed-7 ?
@algolin
@algolin 3 ай бұрын
At 3:50 4 x 4 is actually equal to 2 in Z_7. 9 is not in Z7.
@yuseifudo6075
@yuseifudo6075 Ай бұрын
It is
@user-zz3sn8ky7z
@user-zz3sn8ky7z Ай бұрын
9 is in Z_7, it's just equivalent to 2 Z_7. It's like writing 15/3 in Q or R instead of 5, it's not wrong, just redundant
@slr150
@slr150 29 күн бұрын
Where is the link at the end of the video
@zsoltnagy5654
@zsoltnagy5654 Жыл бұрын
Another counterintuitive result from zero divisors are products being identical to each other with identical as with non-identical factors: Suppose a,b∈R with a≠0, b≠0 and ab=0. Further suppose c,d∈R with c≠0, d≠0, and c-d=b and since b≠0, c≠0, d≠0 and c-d=b therefore c≠d. So ab=0 ⇔ a(c-d)=0 ⇔ ac-ad=0 ⇔ *ac=ad with a≠0 and c≠d,* which is in one sense counterintuitive and in another one it is quite intuitive. (2·c=2·d if and only if c=d, but a quadratic matrix A might have a non-trivial kernel such that Ac=Ad=0 with c and d being elements of its kernel with c≠d.) Take for example that 2×2 matrices example in this video at 6:45: (1 2) (-2 -2) = (1 2) [(0 -5) - (2 -3)] = (1 2) (0 -5) - (1 2) (2 -3) = (0 0) (2 4) (1 1) = (2 4) [(6 -6) - (5 -7)] = (2 4) (6 -6) - (2 4) (5 -7) = (0 0) ⇔ (1 2) (0 -5) = (1 2) (2 -3) = (12 -17) ⇔ (2 4) (6 -6) = (2 4) (5 -7) = (24 -34)
@bendunselman
@bendunselman 8 ай бұрын
At about 11:35 the blue g(x) should be minus x so -x for x
@amazedemon1
@amazedemon1 Ай бұрын
So in R, x^2=x returns 2 solutions {0,1} aka zero divisors; in Z36 we get 4 {0,1,9,28}, but I noticed that in Zn (at least up to 10000) zero divisors are limited to 2^n (up to a max of 32) in number. Contrastingly x^3=x yields [1,2,3,5,6,9,15,18,27,45,54,81,135,162,243,405] as the possible sizes of the sets of zero divisors. Not sure what the consequence (or pattern) is, but...?
@dmondot
@dmondot Жыл бұрын
"... that's because if you divide 16 by 7 you get a remainder of 9"... didn't you mean a remainder of 2, instead?
@yuseifudo6075
@yuseifudo6075 Ай бұрын
They're the same
@MyOneFiftiethOfADollar
@MyOneFiftiethOfADollar 11 ай бұрын
I'm sure you mentioned that ab-ac=0 or a(b-c)=0 equivalent to b=c provided there are no zero divisors. 3(b-c)=0 does NOT imply b=c modulo 6 since 3x2 = 0, 3 has no multiplicative inverse When we learned about integral domains, a standard exam question was to prove cancellation fails.
@vinayakvenkataraman2845
@vinayakvenkataraman2845 Жыл бұрын
@7:57...Did he say he could look inside the MATRIX! He's the chosen one!
@twelfthdoc
@twelfthdoc Жыл бұрын
The important to realise for Z_36 is that 36 has a prime factorization of [2^2]*[3^2]. Any numbers that are multiples of 6 will automatically get the quality of being nilpotent in Z_36 (i.e. their powers will be identical to 0). There are numerous examples of other numbers in Z_36 that loop when they reach certain powers of themselves - most notably powers of factors of the prime divisors. In additions, others have powers that are identical to 1. The main takeaway is that numbers in Z_36 are equivalent to congruences modulo 36, and so most of these numbers obey modular principles, such as Fermat's Little Theorem.
@twelfthdoc
@twelfthdoc Жыл бұрын
Furthermore, the only numbers in Z_36 that satisfy have a particular form. The numbers 0 and 1 are trivial, but all other numbers take the form 4|x and 9|(x - 1), OR 9|x and 4|(x - 1). If we look at x2 = x, we can factorize this as (x)(x - 1) = 0. 0 and 1 are the normal solutions for this equation, but as there are now zero divisors to consider, these are not the only solutions. In Z_36, parity is preserved (0 is even, 36 = 0 in Z_36, 36 is even, therefore all even numbers in Z are even in Z_36), we know that either x or (x - 1) is even, and the other must be odd. To be a pair of zero divisors in Z_36, the product must be a multiple of 36 in Z. With one factor being even, we know this must be a multiple of 4. The other factor must be a multiple of 9, as it is not possible to find two consecutive numbers that are multiples of 3 in this ring. Two examples of numbers where x^n = x in Z_36 are 9 and 28.
@tutordave
@tutordave 11 ай бұрын
@ 3:59 wouldn't 4x4 be 2 in Z7 ?
@VideoFusco
@VideoFusco Жыл бұрын
Can a ring be said to predict zero products of non-zero factors when it contains subsets in which one of the elements, while not being the 0 of the ring, has the usual properties of 0 when considered only within that subset?
@tsawy6
@tsawy6 9 ай бұрын
Nah, don't think that works. Let a be in the subset, and 0' be our zero in the subset, then: 0' = 0'+0' = -a*0' + a*0' = (-a+a)0' = 0*0' = 0 This does assume -a is also in the set, but I think you're certainly losing some of your zero properties if you lose it. This is pretty similar to the classic 'can your set have two distinct identities', to which the answer is always no.
@matematicacommarcospaulo
@matematicacommarcospaulo Жыл бұрын
The card with the video mentioned at 7:17 does not appear
@de_oScar
@de_oScar 11 ай бұрын
link (that way just in case youtube doesn't like actual links in comments) /watch?v=cc1ivDlZ71U
@pierreabbat6157
@pierreabbat6157 Жыл бұрын
The quaternions are a non-commutative division ring. Although there are no zero divisors, there are infinitely many square roots of -1, lying on two circles. Would you be interested in talking about quandles?
@angeldude101
@angeldude101 Жыл бұрын
"two circles"? Every normalized quaternion without a scalar term is a square root of -1, which is equivalent to the set of points on a 2-sphere (the normal 3D sphere). It's also the set of normalized line reflections aka normalized 180° rotations. I suppose you could plot it as a pair of points, one on a circle, and one on a semicircle, but that's just longitude and latitude.
@kkanden
@kkanden Жыл бұрын
zero divisors are so fun
@teamruddy611
@teamruddy611 8 ай бұрын
How do you make a channel ad-free? Not by like how you get money, but youtube doesn't let you have no ads.
@ianmathwiz7
@ianmathwiz7 Жыл бұрын
So does the ring of differentiable functions have any zero divisors? I suspect the answer is no, but I'm not sure how to prove that.
@samueldevulder
@samueldevulder Жыл бұрын
Try with f(x) = x² when x>=0, 0 otherwise and g(x)=x² when x
@iabervon
@iabervon Жыл бұрын
I think the ring of analytic functions C->C avoids 0 divisors the way you're thinking, but not with real numbers.
@motoroladefy2740
@motoroladefy2740 Жыл бұрын
In Spanish we often say 2 + 2 = 4 (for obvious things to be deducted). And I remember a maths teacher who said that we shouldn't say this, because in rings it isn't true. I have some very basic programming knowledge, and this video made me remember about the overflow of a variable, let's say you have a 8 bit unsigned integer, then if you add 1 to 255,you get 0.
@skilz8098
@skilz8098 11 ай бұрын
Well you do get 0, but the carry flag should be set too. The result of the addition does loop back to 0 because of register - accumulator width sizes having the property of 2^(n-1) bit patterns before resetting. Then the carry flag as well as other bit flags can be used to determine the next instruction. This is just the innate nature of a finite state machine. This is what happens when you work with discrete values within computations as opposed to working with complete analog systems. And for this reason is why we have IEEE...
@blue_sand6854
@blue_sand6854 Жыл бұрын
What is the rule for the multiplication shown at 6:09?
@APaleDot
@APaleDot Жыл бұрын
As he says it's component-wise. So if you have two points (a, b) and (c, d) then their product (a, b)(c, d) = (ac, bd)
@blue_sand6854
@blue_sand6854 Жыл бұрын
@@APaleDot Thank you for it! English is not my native laguage, I overlooked the expression.
@floppy8568
@floppy8568 Жыл бұрын
3:51 WOAH, WOAH, WOAH! 16 (mod 7)=2, so 4*4 DOES NOT EQUAL 9, BUT 2!!!
@warrengibson7898
@warrengibson7898 Жыл бұрын
The word “ring” suggests a physical object shaped like a torus. What analogy suggests this label for these abstract sets?
@Nikolas_Davis
@Nikolas_Davis Жыл бұрын
It's not that kind of ring ;-) "The term "Zahlring" (number ring) was coined by David Hilbert in 1892 and published in 1897.[13] In 19th century German, the word "Ring" could mean "association", which is still used today in English in a limited sense (for example, spy ring),[14] so if that were the etymology then it would be similar to the way "group" entered mathematics by being a non-technical word for "collection of related things". According to Harvey Cohn, Hilbert used the term for a ring that had the property of "circling directly back" to an element of itself (in the sense of an equivalence)." en.wikipedia.org/wiki/Ring_(mathematics)#History
@warrengibson7898
@warrengibson7898 Жыл бұрын
@@Nikolas_Davis interesting. Thanks very much.
@farfa2937
@farfa2937 Жыл бұрын
9:36 rare RELU appearence
@ianfowler9340
@ianfowler9340 Жыл бұрын
In the 2x2 Matrix example A and B are zero divisors because det(B) = 0 and therefore B has no inverse? Is it correct that in the set of 2x2 invertible matrices there are no zero divisors?
@mMaximus56789
@mMaximus56789 Жыл бұрын
But then you'd have to find the zero element
@MuffinsAPlenty
@MuffinsAPlenty Жыл бұрын
That's right! It's impossible for an element to both have an inverse and be a zero divisor.
@samueldevulder
@samueldevulder Жыл бұрын
Since det(AB)=det(A)*det(B), if both A and B are invertible, none of det(A) and det(B) can be 0, so can't be det(AB), and hence AB is invertible and cannot be 0.
@ianfowler9340
@ianfowler9340 Жыл бұрын
@@samueldevulder So at least one of A,B must be singular.
@tdchayes
@tdchayes Жыл бұрын
@@ianfowler9340 I think they both have to be singular. Well, one could be the zero matrix, and the other something else, but we're not interested in that!
@byronwatkins2565
@byronwatkins2565 Жыл бұрын
Why are the complex numbers not a ring?
@ianmathwiz7
@ianmathwiz7 Жыл бұрын
They are a ring. In fact, like the real and rational numbers, they are a special type of ring called a field.
@MuffinsAPlenty
@MuffinsAPlenty Жыл бұрын
The set of complex numbers _does_ form a ring under addition and multiplication. You may have heard people refer to it as a "field". A field is a special type of ring, so it's still a ring.
@lox7182
@lox7182 10 күн бұрын
You forgot to mention that rings need to have a 1....
@ianfowler9340
@ianfowler9340 Жыл бұрын
So is it fair to say that zero divisors always come in pairs? Something like factors of an integer. Also, 4 is not a zero divisor in zed7 because the only way to get 4x = 0 where x is in zed 7 is to have x = 0 and the "and" in the definition requires x to be non-zero?
@suzum0978
@suzum0978 Жыл бұрын
i think so yeah
@TheEternalVortex42
@TheEternalVortex42 Жыл бұрын
No for example in Z_4 we have that 2 is a zero divisor because 2x2 = 0. But there is no other zero divisor.
@ianfowler9340
@ianfowler9340 Жыл бұрын
@@TheEternalVortex42 So if p is prime then Z_p has no zero divisors?
@MuffinsAPlenty
@MuffinsAPlenty Жыл бұрын
@@ianfowler9340 Very good insight! Yes, that's right. If p is prime, then Z_p has no zero divisors. And the reasoning you were going through in your post can be used to show why.
@RSLT
@RSLT 2 ай бұрын
❤❤❤
@minwithoutintroduction
@minwithoutintroduction Жыл бұрын
تذكير رائع.عودة إلى سنوات الجامعة 1994-1998 قبل اليوتيوب
@CM63_France
@CM63_France Жыл бұрын
Hi, We can't answer to your "shorts" because there is no comment box in the shorts. Any way I answer to your last one here : I prefer the method without fraction decomposition.
@Escviitash
@Escviitash Жыл бұрын
To the right of each short there is a button with a speech bubble, click it and a comment section similar to this will appear.
@CM63_France
@CM63_France Жыл бұрын
@@Escviitash Thanks a lot!
@dominik.sauer1
@dominik.sauer1 Жыл бұрын
(-2,1)/(-2,1) looks singular to me, isnt it "zero/like" ?
@APaleDot
@APaleDot Жыл бұрын
It'a not zero in the sense that it's not an additive identity in the ring.
@DatBoi_TheGudBIAS
@DatBoi_TheGudBIAS 11 ай бұрын
wouldnt every operation in the Z1 world be 0? cuz 1 is a divisor of every number
@ParadigmShifter-zx5fq
@ParadigmShifter-zx5fq 27 күн бұрын
Yes. That's the trivial ring which has only 1 element. And 0 = 1 in that ring of course ;) Which is why many proofs exclude the trivial ring (also called the Zero Ring it seems) because they often assume that 0 does not equal 1.
@abebuckingham8198
@abebuckingham8198 Жыл бұрын
"Rings that don't occur in everyday arithmetical structures" - Mathematician with a clock allergy
@iabervon
@iabervon Жыл бұрын
Clocks are generally only the additive group, which is why you don't think of 4 am and 6 am as midnight divisors.
@abebuckingham8198
@abebuckingham8198 Жыл бұрын
@@iabervon Give me an cyclic group and I'll give you surjective ring homomorphism from the integers to it.
@dominik.sauer1
@dominik.sauer1 Жыл бұрын
4x4=2mod7
@yuseifudo6075
@yuseifudo6075 Ай бұрын
They are the same
@kb3mkd
@kb3mkd 11 ай бұрын
9 z7 should be 2
@yuseifudo6075
@yuseifudo6075 Ай бұрын
It's the same
@toddtrimble2555
@toddtrimble2555 Жыл бұрын
Ugh, that thumbnail is awful. You should swap it out for something else.
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