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k a April Highlights and 2025 AoPS Online Class Information
jlacosta   0
Apr 2, 2025
Spring is in full swing and summer is right around the corner, what are your plans? At AoPS Online our schedule has new classes starting now through July, so be sure to keep your skills sharp and be prepared for the Fall school year! Check out the schedule of upcoming classes below.

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[*]April 22nd (Webinar), 4:00pm PT/7:00pm ET, Competitive Programming at AoPS (USACO).[/list]
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0 replies
jlacosta
Apr 2, 2025
0 replies
binomial sum
jonny   2
N 2 hours ago by MS_asdfgzxcvb
for every positive integer $n,$ prove that $\sum_{k=0}^{n^2}(-1)^k\frac{\binom{n^2}{k}}{\binom{n+k}{k}} = \frac{1}{n+1}$
2 replies
jonny
Feb 24, 2012
MS_asdfgzxcvb
2 hours ago
Tricky Determinant
Saucepan_man02   3
N 3 hours ago by rchokler
$$A=\begin{bmatrix}
1+x^2-y^2-z^2 & 2xy+2z & 2zx-2y\\
2xy-2z & 1+y^2-x^2-z^2 & 2yz+2x\\
2xz+2y & 2yz-2x & 1+z^2-x^2-y^2\\
\end{bmatrix}$$Find $\det(A)$.
3 replies
Saucepan_man02
Yesterday at 12:16 PM
rchokler
3 hours ago
Pyramid packing in sphere
smartvong   0
3 hours ago
Source: own
Let $A_1$ and $B$ be two points that are diametrically opposite to each other on a unit sphere. $n$ right square pyramids are fitted along the line segment $\overline{A_1B}$, such that the apex and altitude of each pyramid $i$, where $1\le i\le n$, are $A_i$ and $\overline{A_iA_{i+1}}$ respectively, and the points $A_1, A_2, \dots, A_n, A_{n+1}, B$ are collinear.

(a) Find the maximum total volume of $n$ pyramids, with altitudes of equal length, that can be fitted in the sphere, in terms of $n$.

(b) Find the maximum total volume of $n$ pyramids that can be fitted in the sphere, in terms of $n$.

(c) Find the maximum total volume of the pyramids that can be fitted in the sphere as $n$ tends to infinity.

Note: The altitudes of the pyramids are not necessarily equal in length for (b) and (c).
0 replies
smartvong
3 hours ago
0 replies
High School Integration Extravaganza Problem Set
Riemann123   13
N Today at 12:51 PM by mygoodfriendusesaops
Source: River Hill High School Spring Integration Bee
Hello AoPS!

Along with user geodash2, I have organized another high-school integration bee (River Hill High School Spring Integration Bee) and wanted to share the problems!

We had enough folks for two concurrent rooms, hence the two sets. (ARML kids from across the county came.)

Keep in mind that these integrals were written for a high-school contest-math audience. I hope you find them enjoyable and insightful; enjoy!


[center]Warm Up Problems[/center]
\[
\int_{1}^{2} \frac{x^{3}+x^2}{x^5}dx
\]\[\int_{2025}^{2025^{2025}}\frac{1}{\ln\left(2025\right)\cdot x}dx\]\[
\int(\sin^2(x)+\cos^2(x)+\sec^2(x)+\csc^2(x))dx
\]\[
\int_{-2025.2025}^{2025.2025}\sin^{2025}(2025x)\cos^{2025}(2025x)dx
\]\[
    \int_{\frac \pi 6}^{\frac \pi 3} \tan(\theta)^2d\theta
\]\[
\int  \frac{1+\sqrt{t}}{1+t}dt
\]-----
[center]Easier Division Set 1[/center]
\[\int \frac{x^{2}+2x+1}{x^{3}+3x^{2}+3x+3}dx
\]\[\int_{0}^{\frac{3\pi}{2}}\left(\frac{\pi}{2}-x\right)\sin\left(x\right)dx\]\[
\int_{-\pi/2}^{\pi/2}x^3e^{-x^2}\cos(x^2)\sin^2(x)dx
\]\[
\int\frac{1}{\sqrt{12-t^{2}+4t}}dt
\]\[
\int \frac{\sqrt{e^{8x}}}{e^{8x}-1}dx
\]-----
[center]Easier Division Set 2[/center]
\[
\int \frac{e^x}{e^{2x}+1} dx
\]\[
\int_{-5}^5\sqrt{25-u^2}du
\]\[
\int_{-\frac12}^\frac121+x+x^2+x^3\ldots dx
\]\[\int \cos(\cos(\cos(\ln \theta)))\sin(\cos(\ln \theta))\sin(\ln \theta)\frac{1}{\theta}d\theta\]\[\int_{0}^{\frac{1}{6}}\frac{8^{2x}}{64^{2x}-8^{\left(2x+\frac{1}{3}\right)}+2}dx\]-----
[center]Harder Division Set 1[/center]
\[\int_{0}^{\frac{\pi}{2}}\frac{\sin\left(x\right)}{\sin\left(x\right)+\cos\left(x\right)}+\frac{\sin\left(\frac{\pi}{2}-x\right)}{\sin\left(\frac{\pi}{2}-x\right)+\cos\left(\frac{\pi}{2}-x\right)}dx\]\[
\int_0^{\infty}e^{-x}\Bigl(\cos(20x)+\sin(20x)\Bigr) dx
\]\[
\lim_{n\to \infty}\frac{1}{n}\int_{1}^{n}\sin(nt)^2dt
\]\[
\int_{x=0}^{x=1}\left( \int_{y=-x}^{y=x} \frac{y^2}{x^2+y^2}dy\right)dx
\]\[
\int_{0}^{13}\left\lceil\log_{10}\left(2^{\lceil x\rceil }x\right)\right\rceil dx
\]-----
[center]Harder Division Set 2[/center]
\[
\int \frac{6x^2}{x^6+2x^3+2}dx
\]\[
\int -\sin(2\theta)\cos(\theta)d\theta
\]\[
\int_{0}^{5}\sin(\frac{\pi}2 \lfloor{x}\rfloor x) dx
\]\[
\int_{0}^{1} \frac{\sin^{-1}(\sqrt{x})^2}{\sqrt{x-x^2}}dx
\]\[
\int\left(\cot(\theta)+\tan(\theta)\right)^2\cot(2\theta)^{100}d\theta
\]-----
[center]Bonanza Round (ie Fun/Hard/Weird Problems) (In No Particular Order)[/center]
\[
\int \ln\left\{\sqrt[7]{x}^\frac1{\ln\left\{\sqrt[5]{x}^\frac1{\ln\left\{\sqrt[3]{x}^\frac1{\ln\left\{\sqrt{x}\right\}}\right\}}\right\}}\right\}dx
\]\[\int_{1}^{{e}^{\pi}} \cos(\ln(\sqrt{u}))du\]\[
\int_e^{\infty}\frac {1-x\ln{x}}{xe^x}dx
\]\[\int_{0}^{1}\frac{e^{x}}{\left(x^{2}+3x+2\right)^{\frac{1}{2^{1}}}}\times\frac{e^{-\frac{x^{2}}{2}}}{\left(x^{2}+3x+2\right)^{\frac{1}{2^{2}}}}\times\frac{e^{\frac{x^{3}}{3}}}{\left(x^{2}+3x+2\right)^{\frac{1}{2^{3}}}}\times\frac{e^{-\frac{x^{4}}{4}}}{\left(x^{2}+3x+2\right)^{\frac{1}{2^{4}}}} \ldots \,dx\]
For $x$ on the domain $-0.2025\leq x\leq 0.2025$ it is known that \[\displaystyle f(x)=\sin\left(\int_{0}^x \sqrt[3]{\cos\left(\frac{\pi}{2} t\right)^3+26}\ dt\right)\]is invertible. What is $\displaystyle (f^{-1})'(0)$?
13 replies
Riemann123
Apr 11, 2025
mygoodfriendusesaops
Today at 12:51 PM
Index of Coincidence of a ciphertext with respect to itself.
fortenforge   0
Oct 18, 2009
If we are comparing a text to itself, we basically are mathematically finding the probability that if we choose $ 2$ characters from the text, the characters will be the same.
Here is the formula:
$ \displaystyle\sum_{i=1}^{c}\frac{n_i(n_i - 1)}{N(N-1)}$.
where $ c$ is the number of characters in the alphabet, $ n_i$ is the number of times the $ i$th of the alphabet appears in the plaintext, and $ N$ is the number of letters in the plaintext.
Let us try to derive this formula. Probability is defined as the number of ways you get what you want divided by the total number of possibilities. How many ways are there to choose any $ 2$ letters from a group of $ N$ letters? It is of course, $ \dbinom{N}{2}$ which is equal to $ \frac{N!}{2!(N-2)!} = \frac{N(N-1)}{2}$. This is the denominator. To calculate the numerator, we first calculate the number of ways to pick $ 2$ a's from our plaintext and add that to the number of ways to pick $ 2$ b's from our plaintext, and so on. If the number of a's in our plaintext was $ n_i$, then the number of ways to pick $ 2$ a's is $ \dbinom{n_i}{2}$, this is equal to $ \frac{n_i(n_i-1)}{2}$ as we have shown before. This numerator and denominator gives us $ \displaystyle\sum_{i=1}^{c}\frac{n_i(n_i - 1)/2}{N(N-1)/2}$, the $ /2$'s cancel giving us our desired formula:

$ \boxed{\displaystyle\sum_{i=1}^{c}\frac{n_i(n_i - 1)}{N(N-1)}}$.
0 replies
fortenforge
Oct 18, 2009
0 replies
Why frequency analysis does not work
fortenforge   0
Aug 30, 2009
Frequency Analysis works because there is a one to one correspondence between the plaintext alphabet and the ciphertext alphabet. If frequency analysis is going to work, the letter $ p$ should ALWAYS be encrypted as the letter $ c$. In a Vigenere cipher this does not occur. Depending of $ p$'s position in the plaintext, $ p$ could be encrypted as one of several letters. If the keyword has length $ 5$, then $ p$ could be encrypted as $ c_1,c_2,c_3,c_4,c_5$. This is not a one to one correspondence so frequency analysis does not work.

Let us say that the frequency of $ p$ in normal English was $ i$. If the key word was of length $ 1$, the frequency of $ c$ in the cipher text would be $ i$ as well. But if the key word was of length $ 2$, then the frequency of $ c_1 = i/2$ and the frequency of $ c_2 = i/2$. Basically frequency analysis works if there is one alphabet that corresponds to another alphabet in a 1 to 1 correspondence.
To find a method for cryptanalysis we need to be more creative.
0 replies
fortenforge
Aug 30, 2009
0 replies
Mathematics of the Vigenere Cipher
fortenforge   0
Aug 21, 2009
Ok, so I lied. I said that the next post was going to be about why frequency analysis fails on the Vigenere cipher but I decided to talk about how to mathematically define the cipher.

Let us say that we have already translated our plaintext into numbers (A = 0, B = 1, C = 2, ...). Let us say that the numbers are $ p_0, p_1, p_2, \cdots p_n$.

Let us say that we have chosen a key of length $ x$ and the letters of our key transformed into numbers are $ k_0, k_1, \cdots k_x$.

To encrypt plaintext number $ p_i$ we use $ k_j$ where $ j \equiv i \pmod{x}$. This accounts for the fact that the key is repeated over each letter of the plaintext. We use mod $ x$ because $ x$ is the length of the keyword.

Call $ c_i$ the corresponding ciphertext number to $ p_i$.

$ c_i \equiv p_i + k_j \pmod{26}$ where $ k_j \equiv i \pmod{x}$.

The first part is just the Caesar Cipher mathematically. The only difference is that as $ p_i$ changes $ k_j$ changes as well. This is what makes the Vigenere cipher a much better code.

Let's take an example:

plaintext: BLITZKRIEG
Numerical equivalent: 1 11 8 19 25 10 17 8 4 6

keyword: WAR
Numerical equivalent: 22 0 17

For the $ 0$th number of our plaintext, $ 1$, to find the equivalent key letter we take $ 0 \pmod{3} = 0$. So we take the $ 0$th keyword number which is $ 22$.

For the $ 5$th number of our plaintext, $ 10$ to find the equivalent key letter we take $ 5 \pmod{3} = 2$. So we take the $ 2$nd keyword number which is $ 17$.

We would continue this process for all the letters there by finding each letters keyword equivalent.

Notice that the first number in our list is being considered as our 0th number and the 2nd number is being considered as the 1st number to make the math work. In cryptography this is normal.

You can see that this method works by verifying it here:

WARWARWARW
BLITZKRIEG

The math method and the visual method match up, the 0th plaintext letter corresponds to the 0th key letter and the 5th plaintext letter corresponds to the 2nd key letter.

If we wanted to encrypt the 0th letter mathematically we would find:

$ 1 + 22 \pmod{26} \equiv 23$. So our 0th ciphertext number is 23.

If we wanted to encrypt the 5th letter mathematically we would find:

$ 10 + 17 \pmod{26} \equiv 1$. So our 5th ciphertext number is 1.

We would continue the process for all the letters.

Again when doing it mathematically and doing it without math you get the same ciphertext:

XLZPZBNIVC.

Learning what a cipher is mathematically is not much useful if you are decrypting a message by hand, but it is enormously useful if you are trying to program a cipher on a computer.
0 replies
fortenforge
Aug 21, 2009
0 replies
Number of Possible Keys for Substitution cipher.
fortenforge   0
Jul 6, 2009
We know that the Monoalphabetic Substitution Cipher should have a lot more keys than the Caesar Cipher, but how many more?

Ptext: ABCDEFGHIJKLMNOPQRSTUVWXYZ
Ctext: ??????????????????????????

Let's look at the first "?" under the "A" in the ciphertext.
How many choices do we have for that "?". Well, we have $ 26$ choices because we can choose any letter of the alphabet. Let us say we chose "R".

Ptext: ABCDEFGHIJKLMNOPQRSTUVWXYZ
Ctext: R?????????????????????????

How many choices do we have for the next "?". We can choose any letter of the alphabet except "R", because we have already chosen that for the plaintext letter "A". So we have $ 25$ choices. Let's say we chose "E". Now for the next question mark we can't chose the letter "R" or "E" so we have $ 24$ choices. By now you should see the pattern, we have $ 26 \cdot 25 \cdot 24 \cdot 23 \ldots$ choices. That is equivalent to $ 26$ factorial.

$ 26! \approx 400000000000000000000000000$.

This is a lot of keys. Much much more keys than a Caesar Cipher. Unfortunately, with today's computers this is not that many keys. But this makes it impossible to try to crack a monoalphabetic substitution cipher using brute force by hand. There is however another method to crack this code...
0 replies
fortenforge
Jul 6, 2009
0 replies
Mathematics of the Caesar Cipher
fortenforge   0
Jun 21, 2009
We can write the algorithm for the Caesar cipher in terms of math.

$ k$ is the key. $ p$ is the letter being encrypted and $ c$ is the encrypted letter. The variables p and c are used to represent the letter being encrypted because in cryptography we refer to the original message as the 'plaintext' and the encrypted message as the 'ciphertext'.

We know $ k$, represents a number because it is the key. But $ p$ and $ c$ are actually letters. We need to convert them into numbers. This is very simple. Represent A by 0, B by 1, C by 2 ... Z by 25.

When encrypting a message we are shifting it by $ k$ letters. In terms of numbers we are just adding $ k$ to $ p$ to get $ c$.

$ c = p + k$.

There is one problem with this. If $ p = 25$ and $ k = 1$ then $ c = 26$ which is a number we cannot convert to a letter. This problem occurs because of the 'wrapping around' from Z to A. To fix this we can use modular arithmetic. If you don't know what this is try googling it. We will almost always be working in mod 26 because there are 26 letters in the alphabet. Our new equation would be:

$ c \equiv p + k \text{ }(\text{mod } 26)$

This is how to encrypt a message. To decrypt a message instead of adding $ k$ we should subtract it.

$ c\equiv p - k \text{ }(\text{mod } 26)$
0 replies
fortenforge
Jun 21, 2009
0 replies
No more topics!
Inegration stuff, integration bee
Acumlus   8
N Apr 11, 2025 by Silver08
I want to learn how to integrate, I'm a ms student with knowledge about math counts ,amc 10 even tho that want help mebut I don't want to dwell in calc, I just want to learn how to integrate and nothing else like I don't want to study it deep, how can I learn how to integrate its for an integration bee hosted near me its a state uni and I want to join so in the span of 2 months how can I learn to integrate without learning calc like fully
8 replies
Acumlus
Apr 7, 2025
Silver08
Apr 11, 2025
Inegration stuff, integration bee
G H J
G H BBookmark kLocked kLocked NReply
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Acumlus
17 posts
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I want to learn how to integrate, I'm a ms student with knowledge about math counts ,amc 10 even tho that want help mebut I don't want to dwell in calc, I just want to learn how to integrate and nothing else like I don't want to study it deep, how can I learn how to integrate its for an integration bee hosted near me its a state uni and I want to join so in the span of 2 months how can I learn to integrate without learning calc like fully
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paxtonw
27 posts
#2
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Do you understand differentiation? You most likely won't be able to understand intergration without first understanding differentiation.
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snake2020
4509 posts
#3
Y by
"Acumlus"
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Acumlus
17 posts
#4
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paxtonw wrote:
Do you understand differentiation? You most likely won't be able to understand intergration without first understanding differentiation.

ill try to learn differentiation, how should I approach this like learning how to integrate
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Acumlus
17 posts
#5
Y by
snake2020 wrote:
"Acumlus"

it was a typo, don't mind the you know what part
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paxtonw
27 posts
#6
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Acumlus wrote:
paxtonw wrote:
Do you understand differentiation? You most likely won't be able to understand intergration without first understanding differentiation.

ill try to learn differentiation, how should I approach this like learning how to integrate

Khan Acedamty
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Acumlus
17 posts
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thx , bump
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HacheB2031
362 posts
#8
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You should learn differentiation because:
1. Differentiation is easier than indefinite integration.
2. It has many interesting properties, particularly extrema and MVT.
3. The Fundamental Theorem of Calculus links differentiation and integration.
4. Most integration tricks rely on differentiation because of derivative rules.
Try to learn how to differentiate first.
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Silver08
452 posts
#9
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You should definitely learn differentiation first!!

1. Learn the concept of Differentiation rules!! Watch from this Youtube Channel: PatrickJMT
2. Practice differentiation with example problems!! Watch from this Youtube Channel: OrganicChemistryTutor
After that, apply the same procedure for integral concepts: learn first from PatrickJMT, then practice problems from OrganicChemistryTutor.

Then after all that, once your confident and comfortable enough....you can join the dark side :evilgrin:
I have an "integration bee training" series on Youtube which is easy to find, and I made a book for Integration Bee Problem Writers:
https://artofproblemsolving.com/community/c1967976h3218725

I wish you the best of luck!!!
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