#help-26
1 messages · Page 212 of 1
most modern ai doesn't use logic like this
current AI is based more on statistics
chatGPT has analyzed millions of pages of text during its training and what it does now is basically predicting what word comes next based on what it saw during its training
so it has some coefficient attached to words?
3blue1brown has quite a cool vid on that if you wanna learn more, my explanation is just the absolute basics
definitely I'll watch that
modern AI's are like aliens in my eyes
compared to just ~3 years ago I wouldn't have expected them to do the things they can
yeah, they're getting better quite quickly
Dig deeper here: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
Technical details as a talk: https://youtu.be/KJtZARuO3JY
Made for an exhibit at the Computer History Museum: https://computerhistory.org/
Instead of sponsored ad reads, these lessons are funded directly by viewers: https://3b1b.co/support
No secret end-sc...
here is the video i was reffering to
What are the neurons, why are there layers, and what is the math underlying it?
Help fund future projects: https://www.patreon.com/3blue1brown
Written/interactive form of this series: https://www.3blue1brown.com/topics/neural-networks
Additional funding for this project was provided by Amplify Partners
Typo correction: At 14 minutes 45 seconds...
and this is a series about neural networks
neural networks are much more fundamental concept, they underline basically every AI we currently have
I mean we are the product of hundred of millions of years of evolution
makes sense that our structure is fairly good to base things off
yeah, but in NN's it's simplified a lot
while our neural system is an utter mess basically (the nerves are connected more or less randomly), NNs neurons are connected in a structured manner in layers
I think there is probably some key insight there
our random nerve connections might be responsible for our intelligence
structure could impede fast thinking
but also probably impedes large computation capacity (our brain)
Could be. But the problem is that it's hard to replicate that complicated structure in a way it would work
neural network is basically an extremely large function that takes many inputs and converts them into many outputs. It also has some parameters which change how exactly the function looks (sth like a, b, c in standard quadratic function). Then the training is done by giving the network some inputs, making it compute the outputs and then rate how good the outputs are and essentially compute some "error". The next step is slightly changing the parameters, such that the error gets smaller. And by repeating this many times, we get a small enough error and the network is trained. After that, when it gets inputs it has never seen, it's often able to guess the correct output quite accurately
but ofc there are limitations to that
the limitations seem to be fairly distant
I saw the o3 benchmarks and they were impressive
I actually think that with how current AI works we cant get that much better
we can make the models larger, more capable but nothing too inovative will happen imo
current AI is usually only good at one task
and it can only do stuff that's similar to something it has done before
I think this is honestly fine
I repeat things all the time in my life
But I tend to waste time repeating them
If I had an AI that could repeat them for me, I would save a lot of time
To think about harder stuff
Yeah, but it's a limitation. Current AI woudldnt be a very good researcher e.g.
For sure
it's a great tool for researchers, but not a researcher itself
anyway, ill have to go now
indeed, cya
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Given differential equation
x y''(x)-2y'(x)=3+x
Please write a function of two variables (a and b) that solves the boundary value problem
y(0)=a
y(1)=b
using the finite difference method by dividing the interval [0,1] until reaching the absolute error of order 1e-5.
The values of y(x) at the intermediate points are used to approximate the function by the least squares method by a polynomial of degree 3.
Ax^3+Bx^2+Cx+D
To solve the least squares problem, the program must use the Cholesky decomposition.
Define the function that returns A as a function of a and b.
For a fixed value of a (a=1) determine the solution of equation A(1,b)=0 using the Newton-Raphson method and calculating the derivative numerically.
The initial approximation for b is b0=1.
i've made a code to solve it. But my professor keeps saying that is wrong, this, that and at this point i'm so damn confused i don't even know what to do anymore
i can send the code here if i may
@terse depot Has your question been resolved?
@terse depot Has your question been resolved?
can someone help me?
for starters no one probably wants to click that but you’re unlikely to get help for this in these channels
try here
thx buddy
please..
@terse depot Has your question been resolved?
@terse depot What have you tried? Ping me when you reply
the code is above. I've tried solving it using numpy libraries
but my professor keeps saying something's wrong
i cant figure what
Does it run?
yep
What did prof say is wrong
and it gives a result
Specifically
THAT'S THE WHOLE DAMN POINT
HE JUST SAY THAT IS WRONG
HE DOESNT SAY WHAT IS WRONG
EVEN THOUGH I SOLVED THE QUESTION
Did you?
yes i did
i'm so confused
because he gave me some insights
on error calculations and stuff
especialy on h*
for central differences
and using central differences in newton raphson
which you can see i did correctly
finite differences is correct
cholensky is correct
i believe that everything is correct
but still, he said something's wrong.
Fr?
hope you don't mind some portuguese words
Lol
YEAH
i was looking for a discord server
cause i was so confused
my professor is ukranian
he thinks he's teaching me something by saying "you're wrong."
come on
can you notice any mistakes?
i think so
i'll do it your way 🙂 if you don't mind, i'll hit u up to give some feedback k?
Ye no problem
Actually looking at the documentation it says the opposite
So what you did would be right
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For the chain rule, if we have (2x+1)^8 why can’t I just use like the constant multiple rule and then subtract one from the exponent?
I know this question is kind of stupid I’m just trying to understand the chain rule better
Can you elaborate? What would you think the derivative would be instead?
recall the definition of the chain rule
I was just wondering why you can’t use the power rule
F’(g(x))*g’(x)
It's just bc that function is a composite function
So you can most conveniently write (2x+1)^8 as a f(g(x)) where g(x)=2x+1 and f(x)=x^8
You can avoid the chain rule by foiling out (2x+1)^8 into an explicit degree 8 polynomial
And you just apply the power rule to what you get when you expand
its just an extended version; for (ax+b)^n we have that its derivative is a(ax+b)^(n-1)
same for something like (x^2+1)^2
But that's not a viable strat at higher powers, for example (2x+1)^100
Okay this makes sense
Okok
Thank you guys
I understand the chain rule better now
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how do i do 22
since tan pi/2 is undefined should i just say the answer is undefined?
or how do i simplify it into cotx
you can put tan in terms of sin and cos
think about a shift if you want to prove it visually
note that cot=1/tan and that cot(pi/2)=0
for the algebraic proof
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How to calculate returns on investment with fixed rate but increasing monthly contribution every certain amount of years?
If I set aside 500 each month, and my investment grows annually by 7%, and if I increase the monthly payment to 1,000 from the third year, to 2,000 from the fifth year, to 20,000 from the seventh year, and to 50,000 from the twelfth year until the thirty-fifth year, how much would I end up with?
sum it individually
i dont think there would be a continuous formula for this
But dosent it give a different answer? What I mean is, lets say I have 500 usd that compounds for 2 years and gets to 1000. If I wait another 2 years, it will grow to 4000 (just an example). But if I take 1000 and invest it now and wait 2 years, wouldn’t it be lower than if it was 500 that compounded for 4 years?
I hope I can be understood
Oh didn’t even notice ur username😂, was just sad that my question couldn’t be answered
oh lol
the best i can answer here is partitions
dont really have much knowledge of this subject tbh
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Hello
In this question I have a doubt with my work
i got the correct answer but want to make sure
@odd flower Has your question been resolved?
Can you show the work?
@odd flower Has your question been resolved?
!show
Show your work, and if possible, explain where you are stuck.
Without showing your work, are you expecting us to solve the Q for you n then verify your answer with ours? Is it feasible? Is it not convenient for the both of us if you share ur soln along with the Q
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What is the correct way to solve this? I cant find any solutions online.
I tried it and I got I = 2 so I think something went really wrong in my solution.
I think if you split the big integral into 3 parts, you can find explicit expressions for f on each interval
yea i tried that but it didn’t work
from 0 to 1 it doesn’t matter whether it’s t-x or x-t because the answer for x-1/2 or 1/2-x is 0 either way
here i meant from -1 to 0
then x-1/2 from 1 to 2 so it’s 1
and i got 2
idk what i did wrong
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<@&286206848099549185>
$\int_{-1}^{2} \int_{0}^{1} |x - t| \dd t \dd x$
Arya
You have to split it like this
$= \int_{-1}^{0} \int_{0}^{1} (t-x) dt dx + \int_{0}^{1} \left[\int_{0}^{x} (x-t) dt + \int_{x}^{1} (t-x)dt \right] dx + \int_{1}^{2} \int_{0}^{1} (x-t) dt dx$
Arya
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In an international competition, participants must answer 18 questions numbered from 1 to 18. An answer to each question is either right or wrong. Each participant obtains a result corresponding to the sum of these two calculations:
- The number of successful questions;
- The sum of the numbers of the successful questions, divided by a thousand.
For example, Christiano passed questions 3 and 5. His result is: 2 + (3 + 5) ÷ 1000 = 2.008
How many different results are there in this competition?
This question is so hard. You have to consider that you can't use a calculator and this is an 8 grade question. Also suppose you got 2 questions right, n7 and n3, it will give the same result if you got n4 and n6, hindering the possible number of results. I tried one way of finding the max/min of possible results for each number of questions that someone got correct but it doesn't consider the example I just gave. I don't know what to do now
@maiden owl Has your question been resolved?
There are a lot of calculations still !
Consider two different participants with same results. $P_1$ got a total of i questions right, which were $S_1 = {a_1, a_2, \cdots, a_i}$ and similarly for $P_2$ who got $S_2 = {b_1, b_2, \cdots, b_j}$ questions right. Now, for the results to be same, we must have $i + \frac{\sum_{k=1}^{i} a_k}{1000} = j + \frac{\sum_{k=1}^{j} b_k}{1000}\ $ Note that max of $\sum_{k=1}^{i} a_k < 1000$ so you must have $i = j$ and hence, $\sum_{k=1}^{i} a_k = \sum_{k=1}^{j} b_k$
Arya
Now, it's a matter of counting combinations for i = 1 to 9
i cant bro 😭
What's the answer ?
i dont know man
I think you should indeed approach it by finding the possible result per each number for correct questions as you already did, but you only need to consider the possible sum of the number of succesful questions. E.g. if you get 2 questions right, the sum could range from 3 (by getting n1 and n2 right) to 35 (by getting n17 and n18 right). Any sum between 3 and 35 is possible, so that means getting 2 questions right gives you 33 possible results
You also don’t need to worry about whether a person who gets 1 question right has the same result as someone who gets 2 questions right, since the result for getting 1 question right will definitely lie between 1-2, and the result for getting 2 questions right will lie between 2-3
@maiden owl
Question is indeed difficult, but still doable with some brute force
@maiden owl Has your question been resolved?
so you are doing the min/max
ok lemem try it again
Yupp, it doesn’t matter if the sum is 10 by adding 6+4 or 7+3, you only care about the endresult
yay!!!!
wait let me calculate too
okay i got 997 but i might have messed up somewhere
it's close enough
xD
ohh wait +1 because 0 answers right is also a result
okay it's 988!
@maiden owl Has your question been resolved?
wait wait
what
no
@storm flume
@storm flume
bro plz tell me ur lying
it has to be 987
@storm flume
lemme brute force
yeess you're right it's 987 if you count all the possible results from getting 1 to 18 questions right, and then one more result because it's also possible to get zero questions right and your result would be 0
yup, got 988 too
feel free to check my python code
R = set()
for i in range(0, 2**18):
S = (0, 0)
for b in range(0, 18):
if (i >> b)&1 == 1:
S = (S[0]+1, S[1]+b+1)
R.add(S)
print(len(R))```
I'm using the binary of a number to represent the questions that is right (1) or wrong (0)
did you check where the sum = 0 like they said?
what if they answered 0 questions right?
yea?
yes
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Help pls
simplify it, you start to see that most of the terms get cancelled
What do the … mean?
do you see a pattern in the terms?
It means that it is continuous depending on the pattern up to (1-1/100)
So the itll be (1-1/7)(1-1/8)(1-1/9) up to (1-1/100)
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Find the smallest nonzero natural number, a multiple of both 41 and 73, that has all its digits identical.
n=M41, n=M73, gcd(41,73)=1
n=M41x73=M2993
n=2993k
we easily show that n>9999
but i dont think we can limit it until we find the number
because i think n has about 30-40 digits
and im stuck here
,w lcm 41, 73
,w sum a*10^k for k=0 to n
Yeah, not sure if that same-digit summation formula would help much
Actually, you can try every a from 1 to 9, and see if you could solve for n. But that may be a poor idea
start by finding a multiple of 41 with all digits same
or characterize all such multiples
11111
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So the method they are proposing is to divide 5x by 2 then square that result to gain a number whos factors would multiply to make the original number, yes?
no
also, specify which “number” you are talking about
not quite. they aren’t actually dividing 5x by 2. they’re doing stuff with the 5 because it’s the term with the x attached to it.
the whole “factors” thing is irrelevant her e
it’s more of “create a trinomial such that you have it as a perfect square trinomial” and adjust the constant according to that
how is it irrelevent the entire operation is a factorization operation
this is completing the square, not factorization.
where you forge the middle term via factors of x^2 and well the third term didnt have a factor so they deleted it and made 25/4 out of 5
eh?
thats what they did yes?
they couldnt forge 5 within the resulting factorization bc no factors were available to forge 5
so they deleted the 3rd term
What does forge mean?
and made a new one via 5
please don’t use words such as “forge” and “delete”, this is confusing me
alr
try to use mathematically sound words
by forge I basically mean that they used factors to recreate the middle term since it isnt actually present in the resulting binomials being squared
but x and the third term typically are in factored form
recreating the middle term
Now we know how to factor polynomials, but sometimes that just won't work. We need a different method that might seem a little trickier, but it works every time! It's called completing the square, and it might sound like geometry, but it has to do with manipulating an expression to generate a polynomial that is a perfect square. What am I doing ...
5:00
where I get completely lost is when they divded and moved 8 to the other side
could you take a screenshot or something please?
i get that youd be unable to factor properly with the 3 and divide but then he moved 8 because he couldnt get factors of 8 multiplied by x to get 15
but then
he started doing nonsense
so it was asking for 3x^2+15x-8=0, right?
i’ll explain this one
the first part is correct; it is necessary to divide by 3.
because what i dont understand is after he divded and moved to the other side he divded 5 by 2 then squared it to make a number whos factors would generate 5 again when multiplied by x
(perfect square)
so we get x^2+5x-8/3=0, to get a cleaner result
now we add to isolate the x^2+5x term
so x^2+5x=8/3
is this where you are confused?
now what would be really tragic is if this is all just a general method the entire time and is a self-evidential truth but i really hope that isnt it but thatd explain alot because those always torture me
ok so
It would be good to answer this fwiw
Hard to tell where you are getting lost without you answering it
i know but it takes me like 5 minutes to read any form of mathematical writing
I really dont understand but like.
do you want me to latex it?
so basically you are just saying they moved 8/3 over because it didnt have a factor thatd multiply to make 5?
well, to be precise, 8/3 is not the a^2/4 term that we want
so i just moved it over to create the a^2/4 term
i do it for any problem, really
a
well, do you want me to continue, or can you finish it?
you said “(x-a/2)^2 factorization” earlier
i dont know what that is either
i just copy pasted that
because someone said it was what i was trying to do
so you legitimately don’t know what completing the square is?
not at all
the funny thing
is that like
if you told me what it was
i would probably know
but then youd go in context and id know nothing
well, it’s most commonly known as completing the square
what country do you live in?
USA EST
same...
can you elaborate on completing the square?
k
idk / N/A / not applicable
so imagine you have $\qty(x-\frac{a}{2})^2$
;(
experience
anyways this expands to $x^2-ax+\frac{a^2}{4}$
;(
so that’s what you’ve been doing the whole time basically
trying to find that a^2/4 term, adding it, then making the trinomial a perfect square trinomial
sorry my keyboard turned to español
in fact you can use completing the square to prove the quadratic formula
i did it a while back
@upbeat musk if you would like once we are done i could show you
._.
It's a good proof to see fwiw
I dont know what a^2/4 is nor do i understand the a/2 term.
ah.
damn, you watched the video too, right?
yes

I was just talking to you earlier about how he divided because the 3 term next to X since thatd stop any factorization without removing it
But then I told you I didnt understand at all because creating a new term as 5/2 powered by 2 was nonsense to me
and so long as 5/2 pow 2 isnt explained nothing else can be
ah, okay
i swear this is going to end up being a generalization concept smh cuz those are agony (nigh impossible due to false principles)
well, based on what i told you earlier, what do you think “completing the square” means intuitively?
if a quadratic is a set of operations/functions done unto X and you want to solve for what value of X would generate zero given those operations (root)
factoring would be when you factor the problem into smaller binomials that multiply to create the whole to solve for individual parts
but completing the square would be when you isolate X and solve for X by having two factors that are the same allowing you to break the multiplication between both binomials isolating X alone and solving for it linearly.
Completing the square also would entail manipulating parts of the equation to have factors that are equal so you can undo the squaring operation (multiplication of binomials)
yeah
another way to think of it is finding a trinomial perfect square (i hope you know what this means) such that you do the operations that you have said earlier
hmm
let’s take a quadratic if the form x^2+ax+b
the way to get that nice perfect square trinomial is to add the constant a^2/4
this is because. as shown earlier, x^2+ax+a^2/4 in and of itself is a perfect square ((x+a/2)^2 is its equivalent)
Chase and combat tracks from throughout the game mixed together (to run/fight to?).
All music composed by Solar Fields.
Tracklist:
0:00 - The Edge
0:54 - Flight
4:01 - Jacknife
10:41 - Heat
16:53 - Ropeburn
19:04 - New Eden
24:33 - Pirandello Kruger
29:42 - The Boat
36:27 - Kate
41:02 - The Shard
44:28 - Time Trial
alr
3:13
yes its my favorite song i use it for work

i thought you might have accidentally put in the wrong link lmfao
anyways do you understand?
see the problem is you are out of the scope
you are using terms to paint a whole i can never see because i dont have the constituents first
basically if i dont know what a^2/4 means or other such things its impossible for me to figure this out
which is why i’m asking if you know the vocab
ok
a perfect square trinomial is one in which it can be favored into some (a+b)^2 where a and b are TBD
btw, (a+b)^2=a^2+2ab+b^2
this is the backbone of completing the square
so let’s say we plug in a for x
since those are the kinds of problems we are dealing with
you follow?
@upbeat musk
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Hello, can someone check my work for me. I boxed the answers and the way I got them is all written on the respective questions. Thank you I really appreciate it!
@hearty cave Has your question been resolved?
@hearty cave Has your question been resolved?
yeah
dont know why it took 2 hrs to get help but it looks good

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if you divide by a fraction its the same thing as multiplying with the fraction being flipped, that's probably where you want to start, because multiplying is easier then dividing
alright but what is the colon for
what does colon mean here Im sorry my english is to bad for that
It signifies a ratio.
For instance, if you have nine fruits and there is a ratio of two apples to one orange, 2 : 1, you can determine that you have six apples and three oranges.
yea but this is an expression
it isnt a ratio
Are you sure it isn't a ratio? What subject are you currently covering?
Its the first term divided by the second
its a university entrance exam
so left over right?
Yes
hold on let me try
Aight lmk
yea well done 😄
thanks bro
Gl on the rest !
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this gonna sound really stupid but ive been cramming calc 1 for my finals lately and now i cant even remember whether im supposed to change the bounds when replacing the variable like this
Edmund Cloudsley
missing an x after 12
Edmund Cloudsley
so this is your origiunal question
ya
Let u = 1+ x²
you take the 1 + x^2 as your substitution
and then you re-evaluate the limits based on the substitution
$$\int_{0}^{\sqrt{8}} 12x \cdot \sqrt{1 + x^2} dx$$
$$u = 1 + x^2$$
$$\frac{du}{dx} = 2x$$
$$dx = \frac{du}{2x}$$
Re-evaluating the limits
$$a_1 = {1 + \sqrt{8}^2} = 9$$
$$a_2 = {1 + {0}^2} = 1$$
Put the new limits back in. Put the substition of $u$ back in. And voila! You're done
Edmund Cloudsley
104 alr thanks
,w evaluate integral from 0 to sqrt{8} of 12x * sqrt{1 + x^2}
just had brainfart i remembered the arc length formula but forgot how to integrate lmao
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can someone translate to normal english
?
P_1 = 3x²-x+4
P_2 = x³+x²
P_3 = x²-1
The other part of the question reads
x³+4x²-x+4
3x⁴-x³+x²+x-4
x⁴-2x²+1
x³+1
(x²)/(x-1)
They want you to perform operations between P_1,P_2 and P_3 so that you get these results
You can
Add, subtract, divide and multiply
That is, you can perform all elementary operations
but only the polynomials right?
Yes
oh fun
In general, try thinking about what happens to the degrees of the polynomias as you add/subtract/multiply/divide them.
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could someone help me understand how to do this
what don't you understand about the solution?
The first step
the trick is say $\frac{1}{3} - \frac{1}{5} = \frac{5 - 3}{3 \cdot 5}$
south
have you seen other examples of summations that cancel out like this?
telescoping sums?
the solution to "how do you even know you need to do this" is to practice, look at more worked examples and practice some others yourself
I've seen a bit but not much though
yeah that makes sense
I'm a bit confused on how you split the fractions into two
so what they did is to multiply by 2 then divide by 2 outside
so $\frac{1}{2} \cdot \frac{2}{35} = \frac{1}{2} \cdot \frac{7 - 5}{7 \cdot 5}$
south
then $\frac{7}{7 \cdot 5} - \frac{5}{7 \cdot 5} = \frac{1}{5} - \frac{1}{7}$
south
Is there an easy way to know how we split up the fractions
the trick is that 2/3, 2/15, 2/35 and so on all simplify really nicely
again, you learn you need to do that through practice
Alright thanks for the help!
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given a sequence ${u_n}$ defined by the recurrence relation $u_{n+1}=(1-u_n)^2$ with $u_0=\frac 12$ and in a previous part i proved that $0<u_n<1\ \forall n\in\mathbb{N}$ \ Study the convergence of ${u_n}$
this sequence isnt monotone since u_0<u_2 while u_0>u_1 for example
but after writing out some terms i noticed that the subsequence of the even numbered terms is increasing and that of the odd numbered terms is decreasing
so i thought about proving that both of them are convergent and converge to the same limit
this should suffice to prove that {u_n} converges right
because if both of these subsequences converge then every subsequence of them converge
and all subsequences of {u_n} consist of terms of these 2 subsequences
i began with {u_{2n}}
but i am not able to show that it is increasing
@vital moth Has your question been resolved?
<@&286206848099549185>
for the base case , $u_2>u_0$. now suppose that $u_{2n}>u_{2n-2}\implies u_{2n}^2>u_{2n-2}^2$ but $2-u_{2n}<2-u_{2n-2}\implies (2-u_{2n})^2<(2-u_{2n-2})^2$ so that doesnt tell us anything about $u_{2n+2}-u_{2n}$ since $u_{2n+2}=(1-(1-u_{2n})^2)^2=u_{2n}^2(2-u_{2n})^2$
so what can i do
<@&286206848099549185>
It's a quartic but already factorised, you should be able to show that if $y=x^2(2-x)^2$ then for $x\in[a,b]$ that $y>x$, which is equivalent to monotonically increasing.
But yeah once you show they both are monotone, as the sequence is bounded then it must converge, the only suitable limit must be the limit.
wdym by cubic isnt it quartic
You saw nothing 😑😂
Max
thats what i am trying to show
how will i do that
also this must not be always true
Plot it
I used [a,b] not [0,1] because you are right, they both can't be increasing, you'll find that either side of the limit you get y>x and y<x
Which you could prove by solving y>x with the y I provided above
the roots of y-x are 0,1,(3+sqrt(5))/2 and (3-sqrt(5))/2
(3+sqrt(5))/2 is not relevant in the specific problem that i asked about
since 0<u_n<1
now $u_{2n+2}-u_{2n}=u_{2n}(u_{2n}-1)(u_{2n}-\frac{3-\sqrt 5}2)(u_{2n}-\frac{3+\sqrt 5}2)$
the first term is > 0
the 2nd and the 4th are < 0
what varies is the 3rd
so $u_{2n+2}-u_{2n}<0$ when $0<u_{2n}<\frac{3-\sqrt 5}2$ and $u_{2n+2}-u_{2n}>0$ when $\frac{3-\sqrt 5}2<u_{2n}<1$
but now what
how does this help
btw $u_{2n+2}$ and $u_{2n}$ can be replaced by $u_{n+2}$ and $u_n$ respectively in all of what i wrote above
-
Write $u_{n+2}$ in terms of $u_n$.
-
Let $x=u_n$ and $y=u_{n+2}$, plot the graph for $x\in[0,1]$
-
When is y>x? When is y<x?
-
Look at $u_1$ and $u_2$, the. Relate this to the graph
Max
i cnt do anything with the graph
other than observation
but that doesnt help me prove anything
Plot the graph and plot y=x, then show me
but didnt i solve y>x some moments ago ?
It helps understand what you NEED to show, if we can understand informally what is going on it will help us create a formal argument
You did, plot it tho, we are visual creatures, it's good to see things
You won't always need to plot (personally I wouldn't plot it) but for your first few a plot helps
alright here you go
i dont prefer plotting too xD
the shaded parts are the regions of solution to the inequality y>x
so what now
$x\in[0,1]$ so zoom in on that part
Max
And plot y=x on the same axis, (desmos is a better tool btw)
this is y=x
by y you mean x^4-4x^3+4x^2 right
Well yes but I wouldn't have expanded it, we don't need to
It's easier to plot in factorised form
I don't mean a y, x axis
I mean plot y=x
On that graph
Because you can see where y>x clearly
And vice versa
oh what i did was to plot f(f(x))-x
ok so now what
Ah okay
Well we see that when x is less than that point of intersection yeah time we put x in we get a smaller y value out
Whereas when x is on the right of the intersection we see that each x put in gets a value of y out that is bigger
So what is happening in relation to the sequence?
$u_0=1/2$ which is on the right of the intersection. So we expect ,$u_2>u_0$ and hence this will continue.
Whereas $u_1=1/4$, which is on the left of the intersection so we expect $u_3<u_1$ and so this will continue
Ie. The even sequence is monotonically increasing from 1/2
And the odd sequence is monotonically decreasing from 1/4
Both these sequences must converge due to Cauchy BUT they clearly converge to different limits so the overall sequence does not converge.
It's likely they converge to 0 and 1 respectively
Max
how do i prove it
this much is evident from here
and here
but how do i prove what is written here about the 2 subsequences consisting of even numbered terms and odd numbered terms
so how do i prove that the first is increasing and the second is decreasing
i can do that by proving that the point of intersection is an upper bound of the odd numbered subsequence and a lower bound of the even numbered subsequence
which can be done by ?
@vital moth Has your question been resolved?
<@&286206848099549185>
?
read from this onward
this is the given
@vital moth hello
Doin fine
good to hear that
I have two ways to finish your proof
the one from yesterday ?
Yeah
tysm
Where did we leave off?
yesterday we left off trying to prove that both the odd and even numbered sequences converge to the same limit
we proved that both converge but we still needed this to prove that they are convergent
although it may not necessarily converge since the question was to study convergence in the first place
Okay. We had a bound for the even subsequence. What was it?
upper or lower ?
We had $u_{2n}$ in some interval
SWR
ah yes give me a second to write it down
$u_{2n}\in (\frac{1-\varepsilon+\sqrt{(\varepsilon-1)(\varepsilon-5)}}{2},\infty)$
actually i shouldve said one second to copy it 
now that i think about it cant we replace infinity by 3 since u_n=< 3 for all n in N
We're gonna do even better
Let's leave the even subsequence alone for now and move to the odd
Let's do the work similar to this, but for odd one
ok
${u_{2n+1}}$ converges so it is cauchy and thus $|u_{2n+1}-u_{2n-1}|<\varepsilon\implies u_{2n+1}<u_{2n-1}+\varepsilon\implies 2-\frac 1{u_{2n-1}+1}<u_{2n-1}+\varepsilon\implies u_{2n-1}^2+(\varepsilon-1)u_{2n-1}+\varepsilon-1>0$
So far so good
I missed whatever it was
the last inequality was < instead of >
The inequality here is correct i think
But some of the algebra that follows May be wrong
Maybe double check
i will do that because this should be the same inequality that we had for u_{2n} right ?
Brb
i am done checking and it looks to me like this is correct
but why should it not be the same as that of u_{2n}
after all $u_{n+2}=2-\frac 1{u_n+1}\ \forall n\in\mathbb{N}$
take your time
I am back
Because one is increasing and the other is decreasing
but still both of them are positive
but their difference of sequential terms are not
so where does the inequality have to flip in a different way
it flips because of this
but where is the difference
where does this difference appear in the inequality
$|u_{2n+1}-u_{2n-1}|$
SWR
(although, you should do $2n+1$ and $2n+3$...)
SWR
is there any difference
doesnt it work fine with any 2 consecutive terms
yes. One sequence is decreasing and the other is increasing
one moment
could you show me the work you did for the even subsequence?
$2-\frac 1{u_{2n}+1}<u_{2n}+\varepsilon\implies\frac 1{u_{2n}+1}>2-u_{2n}-\varepsilon\implies (u_{2n}+1)(2-u_{2n}-\varepsilon)-1>0\implies u_{2n}^2+(\varepsilon-1)u_{2n}+\varepsilon-1<0$
but when i went back to this message after you asked me about the interval
i thought this was wrong
further back than this. How did we get here?
ahh wait
ok i see what you are getting at
we started at $|u_{2n+2}-u_{2n}|<\varepsilon$
there is a mistake here from the second inequality to the third
so the last inequality should be $u_{2n}^2+(\varepsilon-1)u_{2n}+\varepsilon-1>0$
the inqualities are tricky
I do them backwards a lot
And they're so dangerous and squares and absolute values
this is correct for even
as for the odd subsequence we have $|u_{2n+3}-u_{2n+1}|<\varepsilon\implies u_{2n+1}-u_{2n+3}<\varepsilon\implies u_{2n+1}-2+\frac 1{u_{2n+1}+1}<\varepsilon\implies\frac 1{u_{2n+1}+1}<2-u_{2n+1}+\varepsilon\implies (u_{2n+1}+1)(2-u_{2n+1}+\varepsilon)>1\implies 2u_{2n+1}-u_{2n+1}^2+u_{2n+1}\varepsilon+2-u_{2n+1}+\varepsilon-1>0\implies u_{2n+1}^2-(\varepsilon+1)u_{2n+1}-(\varepsilon+1)<0$
yeah this is correct
but also almost all coefficients are different
ok but before that
since the inequality of the even subsequence changed
isnt the interval of u_{2n} different now
it should be between the 2 roots if i am not mistaken
From what I checked, the last interval we had was from the correct equation, but you can double check. It can't hurt
ah yes you are right
the inequality was written incorrectly but the solution was that of the correct one
now from this $u_{2n+1}\in (\frac{\varepsilon+1-\sqrt{(\varepsilon+1)(\varepsilon+5)}}2,\frac{\varepsilon+1+\sqrt{(\varepsilon+1)(\varepsilon+5)}}2)$
Okay, we only care about the upper bound.
We already know that every $u_{2n+1}>\frac12$, so the lower bound here isn't helpful for sufficiently small $\varepsilon>0$
SWR
Okay, we have some good bounds. Now is when the tricky part is gonna start.
Before we continue, do you have all of your work so far? How we're going to progress is going to depend on some other things which may or may not have been proven already. So I want to know what you've proven so far.
exactly we can replace that bound by 1/2
(not always. It will depend on epsilon. But for small enough epsilon, then yea)
It's why we just discard it overall. We won't care about it
what is always less than zero?
the lower bound here
so we can always discard it
we can always put the lower bound 1/2 too since u_n>=1/2 so no need for values <1/2
ohh
its probably the first thing you missed in ages 
so what we (you) did so far was find an interval that u_{2n} must lie in
the same thing for u_{2n+1}
we also proved that both of these converge where one increases and the other decreases
and established upper and lower bounds to u_n in general
did i miss anything
SWR
why would we want to do that
because we're gonna want this
i still dont see why we need this too but i will probably see in a moment
this must be true for any epsilon
so it squeezes the series to a single value
it squeezes it between 2 different values right
ah no
nvm
now i see
ok lets do it
Show me how you proved that your even subsequence was increasing
i searched in the channel and it turns out that we didnt prove that
Yeah I didn't think we did
I had trouble proving it, so I would've been surprised if you did it easily
in that case then i would be surprised if i did it easily too
I gotta take a ShoWeR
you can even remove easily
I'll bbl
ok take your time
in this time i will try
i am getting that {u_{2n}} is decreasing wth 
i am trying induction
the base case is true since u_2=4/3>1/2=u_0
now assume that u_{2n}>u_{2n-2}
then $-u_{2n}^2<-u_{2n-2}^2$ and $\frac 1{u_{2n}+1}<\frac 1{u_{2n-2}+1}\implies -\frac{u_{2n}^2}{u_{2n}+1}<-\frac{u_{2n-2}^2}{u_{2n-2}+1}\implies 2-\frac{u_{2n}^2}{u_{2n}+1}<2-\frac{u_{2n-2}^2}{u_{2n-2}+1}\implies u_{2n+2}<u_{2n}$
i have the same expression tbh
i have to be wrong somewhere
but am i
your flaw is here
$$-\frac{u_{2n}^2}{u_{2n}+1}<-\frac{u_{2n-2}^2}{u_{2n-2}+1}$$
when you multiply by negatives, it flips the inequality direction
SWR
but i already flipped
originally u_{2n}>u_{2n-2} by assumption
since f(x)=x^2 is increasing for all x>=0 then squaring here doesnt change the inequality
now multiplying by -1 flips
and u_{2n}+1>u_{2n-2} so inverting both sides wrt to multiplication flips the inequality since both are >0
then multiply this inequality with the inequality of squares
you get this
how did you prove that it is increasing
if you find this long then you might be more surprised when you know that from here onward is a continuation of something that began yesterday
.

idk too i mean the conclusion i reached is definitely wrong
since u_2>u_0 which automatically contradicts my result
@rigid ivy
nvm
i think that i am a bot
like literally
maybe even worse
so thats where i made the mistake
there is no u_{2n}^2
idk why i even included such a thing
so $u_{2n+2}=2-\frac 1{u_{2n}+1}$
so $u_2>u_0$ and now assume that $u_{2n}>u_{2n-2}$ then $\frac 1{u_{2n}+1}<\frac 1{u_{2n-2}+1}\implies u_{2n+2}=2-\frac 1{u_{2n}+1}>2-\frac 1{u_{2n-2}+1}=u_{2n}$ and thus ${u_{2n}}$ is increasing
now in a similar way, $u_3<u_1$, assume that $u_{2n+1}<u_{2n-1}$ then $\frac 1{u_{2n+1}+1}>\frac 1{u_{2n-1}+1}\implies u_{2n+3}=2-\frac 1{u_{2n+1}+1}<2-\frac 1{u_{2n-1}+1}=u_{2n+1}$ thus ${u_{2n+1}}$ is decreasing
i am sorry for doing something so stupid
things were going smoothly until i did that stupid thing
so from here
slight correction here , the base case is u_3<u_1 not u_1<u_0
Ohh right. Haha
Sorry for delay. I was getting food
@vital moth
Okay we have proven increasing and decreasing
Now another crucial step
We must prove $u_{2n}<u_{2n+1}$ for all $n\in\bN$
SWR
np you can come and go whenever you want
ah yes it follows easily by induction @rigid ivy
after that these bounds become clear too
and then the limit also follows since the bounds here are in terms of ε for all ε>0
thus by squeeze theorem they have the same limit which is (1+sqrt(5))/2 and hence {u_n} converges to (1+sqrt(5))/2
this is all right ?
we are done like this
if you want we can do this some other time
you probably have things to do
personally, i have nothing
but you probably have
sorry for troubling you for a long time @rigid ivy
yeah we're looking good
We can make this easy by proving something else first
so to sum up the solution of the first problem
first i bound u_n from above and below then consider the odd and even subsequences
i prove that they are monotonic so they converge
next i find the intervals that these subsequences lie in using the fact that they are cauchy by solving the inequality that comes from this fact
after that i prove that the terms of the even subsequence are less than the terms of the odd subsequence
finally i bound these 2 subsequences by bounds that converge to the same value to use squeeze theorem
is this right ?
thats the whole procedure that we did to solve the first problem
is anything missing here
@rigid ivy
yeah that all looks good
Not sure if you are allowed to use continuity yet. But it works regardless
that f(a_n)→L is clear
since for all ε>0, |a_{n+1}-L|<ε for sufficiently large n
so that a_{n+1}=f(a_n)→L
i probably can but i am not pretty sure
so continuity was given but idk if this exercise assumes this knowledge
anyway assuming continuity f(a_n)→f(L) since a_n→L
and then with this the result that f(L)=L follows
given a sequence ${u_n}$ defined by the recurrence relation $u_{n+1}=(1-u_n)^2$ with $u_0=\frac 12$ and in a previous part i proved that $0<u_n<1\ \forall n\in\mathbb{N}$ \ Study the convergence of ${u_n}$
@rigid ivy so thats the question
i copy-pasted itso that it is easier to refer to
so here it is possible to start in the same way as before
consider the even and odd subsequences
so u_1<u_0 and u_2>u_0
so consider the even subsequence
prove that it is increasing by induction
$u_{2n+2}=(1-u_{2n+1})^2=(1-(1-u_{2n})^2)^2$ and $u_2>u_0$, now assume that $u_{2n}>u_{2n-2}$ then $u_{2n}>u_{2n-2}\implies (1-u_{2n})^2<(1-u_{2n-2})^2$ (since $1-u_n<0\ \forall n\in\mathbb{N}$ and $f(x)=x^2$ is increasing $\forall x>0)\implies 1-(1-u_{2n})^2>1-(1-u_{2n})^2\implies (1-(1-u_{2n})^2)^2>(1-(1-u_{2n-2})^2)^2\implies u_{2n+2}>u_{2n}$. Hence, ${u_{2n}}$ is increasing
basically the same process with every inequality flipped proves that {u_{2n+1}} is decreasing
along with u_1<u_0
this with 0<u_n<1 for all n in N imply that the odd and even subsequences converge
it remains to check if their limits are the same or no
let $f$ be a function defined as $f:(0,1)\mapsto (0,1),f(u_n)=u_{n+1}=(1-u_n)^2$ and let $l_1,l_2$ be the limits of the even and odd subsequences respectively
first of all i need to prove that f is continuous over its domain
hmmm
how do i do that
i am a bit confused
@rigid ivy
how to prove continuity over a whole interval
i take an arbitrary point in the interval
and work with the usual definition of continuity ?
Continious on each point of the interval
ik that but i was asking about how to do that
surely you wont be checking at each point separately XD
alright so just as i said
the x in my case here is u_n no ?
Some crazy man propose me this once, now i take the preshot xd
that crazy man is still working on that problem
he wants to show you how it is done but if he is in big trouble if the domain was taken to be an infinite set
yes
and yes
can i just say that
Yes you can
good question
the answer is probably yes
ok that makes it easier
i will try proving continuity when i am done with the question
that will serve as a little practice
Sure
so now f is continuous
from here consider {u_{2n}}
then $f(l_1)=l_1\implies (1-l_1)^2=l_1\implies l_1^2-3l_1+1=0\implies l_1=\frac {3+\sqrt{5}}2$
i didnt take the other root since it is < 0
Sure
and 0<u_n<1
,calc (3+sqrt(5))/2
Result:
2.6180339887499
Kekw

