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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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0 replies
jlacosta
Apr 2, 2025
0 replies
2025 Math and AI 4 Girls Competition: Win Up To $1,000!!!
audio-on   42
N 2 hours ago by audio-on
Join the 2025 Math and AI 4 Girls Competition for a chance to win up to $1,000!

Hey Everyone, I'm pleased to announce the dates for the 2025 MA4G Competition are set!
Applications will open on March 22nd, 2025, and they will close on April 26th, 2025 (@ 11:59pm PST).

Applicants will have one month to fill out an application with prizes for the top 50 contestants & cash prizes for the top 20 contestants (including $1,000 for the winner!). More details below!

Eligibility:
The competition is free to enter, and open to middle school female students living in the US (5th-8th grade).
Award recipients are selected based on their aptitude, activities and aspirations in STEM.

Event dates:
Applications will open on March 22nd, 2025, and they will close on April 26th, 2025 (by 11:59pm PST)
Winners will be announced on June 28, 2025 during an online award ceremony.

Application requirements:
Complete a 12 question problem set on math and computer science/AI related topics
Write 2 short essays

Prizes:
1st place: $1,000 Cash prize
2nd place: $500 Cash prize
3rd place: $300 Cash prize
4th-10th: $100 Cash prize each
11th-20th: $50 Cash prize each
Top 50 contestants: Over $50 worth of gadgets and stationary


Many thanks to our current and past sponsors and partners: Hudson River Trading, MATHCOUNTS, Hewlett Packard Enterprise, Automation Anywhere, JP Morgan Chase, D.E. Shaw, and AI4ALL.

Math and AI 4 Girls is a nonprofit organization aiming to encourage young girls to develop an interest in math and AI by taking part in STEM competitions and activities at an early age. The organization will be hosting an inaugural Math and AI 4 Girls competition to identify talent and encourage long-term planning of academic and career goals in STEM.

Contact:
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More information on how to register will be posted on the website. If you have any questions, please ask here!


42 replies
audio-on
Jan 26, 2025
audio-on
2 hours ago
Scary Binomial Coefficient Sum
EpicBird08   42
N 2 hours ago by programjames1
Source: USAMO 2025/5
Determine, with proof, all positive integers $k$ such that $$\frac{1}{n+1} \sum_{i=0}^n \binom{n}{i}^k$$is an integer for every positive integer $n.$
42 replies
EpicBird08
Mar 21, 2025
programjames1
2 hours ago
9 Will I make AMO?
sus_rbo   3
N 2 hours ago by SpeedCuber7
Hi imagien_bad, I got a 11 on AIME I 2025 what is my chance to make USAMO 2025? (i did not do 12A or 12B btw)
3 replies
sus_rbo
5 hours ago
SpeedCuber7
2 hours ago
smt format pmo...?
alcumusftwgrind   10
N 4 hours ago by alcumusftwgrind
they cant be serious on the 4th one...

UGHHHHHHHHHHHHHHHHHHHHH this better not happen on general or I'm literally gonna quit the test and go play ultimate ??????
10 replies
1 viewing
alcumusftwgrind
Yesterday at 11:31 PM
alcumusftwgrind
4 hours ago
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!
sum to 2024
pog   25
N Apr 4, 2025 by Apple_maths60
Source: 2024 AMC 10A #4 / 2024 AMC 12A #3
The number $2024$ is written as the sum of not necessarily distinct two-digit numbers. What is the least number of two-digit numbers needed to write this sum?

$\textbf{(A) }20\qquad\textbf{(B) }21\qquad\textbf{(C) }22\qquad\textbf{(D) }23\qquad\textbf{(E) }24$
25 replies
pog
Nov 7, 2024
Apple_maths60
Apr 4, 2025
sum to 2024
G H J
Source: 2024 AMC 10A #4 / 2024 AMC 12A #3
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pog
4917 posts
#1
Y by
The number $2024$ is written as the sum of not necessarily distinct two-digit numbers. What is the least number of two-digit numbers needed to write this sum?

$\textbf{(A) }20\qquad\textbf{(B) }21\qquad\textbf{(C) }22\qquad\textbf{(D) }23\qquad\textbf{(E) }24$
This post has been edited 1 time. Last edited by jlacosta, Nov 7, 2024, 5:08 PM
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ConfidentKoala4
597 posts
#2
Y by
B i think iirc
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pog
4917 posts
#3 • 1 Y
Y by ranu540
We want to use as many $99$s as possible. Then $99 \cdot 20 + 44 = 2024$, so our answer is $20 + 1 = \boxed{\textbf{(B) }21}$.
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bobjoebilly
79 posts
#4 • 1 Y
Y by pog
fairly certain this was also #3 on 2024 AMC 12A
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Jonysun
34 posts
#6
Y by
Yeah it's $\fbox{B} \Rightarrow 21$.
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HonestCat
972 posts
#7
Y by
MAA looked at this and said “yeah, this is harder than p2”
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Sedro
5823 posts
#8
Y by
B confirmed.
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The_Reaperr
43 posts
#9
Y by
Yes it is B
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ElaineGu
388 posts
#10
Y by
Yup B. 99*21>2024
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MathRook7817
650 posts
#11
Y by
ceil(2024/99)
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Marcus_Zhang
977 posts
#12
Y by
legit read this one wrong as "2024 is the sum of two not necesarily distinct two-digit numbers"

rest in peace my reading skills
This post has been edited 1 time. Last edited by Marcus_Zhang, Nov 7, 2024, 5:13 PM
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LostDreams
145 posts
#13
Y by
Notice how it says "not necessarily distinct"
So yea just max out with bunch of 99s and you get B
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golden_star_123
203 posts
#15
Y by
This one was extremely easy and should have been #1.

This is $\lceil \frac{2024}{99} \rceil$, which is $\boxed{21}$.
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aryanpadarthi
4995 posts
#16
Y by
this should have been #2 or #1

ez
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SomeonecoolLovesMaths
3186 posts
#17
Y by
oh no I assumed them to be distinct :(
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wangzrpi
158 posts
#18
Y by
HonestCat wrote:
MAA looked at this and said “yeah, this is harder than p2”

didn't even read p2
B confirmed
this should be an amc8 problem
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OlympusHero
17020 posts
#19
Y by
May have misbubbled C for this question :(
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xHypotenuse
767 posts
#20
Y by
OlympusHero wrote:
May have misbubbled C for this question :(

Don't worry I think answer choices and questions were mixed up as an anti-cheat
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MC_ADe
175 posts
#21
Y by
sillied, said A cuz 99x20, forgot to +1 cuz of 44
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gicyuraok2
1059 posts
#22
Y by
quite a simple problem, just $99*20+44=2024$, but you can easily mess this one up
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andrewcheng
525 posts
#23
Y by
pog wrote:
The number $2024$ is written as the sum of not necessarily distinct two-digit numbers. What is the least number of two-digit numbers needed to write this sum?

$\textbf{(A) }20\qquad\textbf{(B) }21\qquad\textbf{(C) }22\qquad\textbf{(D) }23\qquad\textbf{(E) }24$

easier than P2 should be moved
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Countmath1
180 posts
#24
Y by
I pigeonholed this one. Answer is $\boxed{\textbf{(B)\ 21}}.$
This post has been edited 3 times. Last edited by Countmath1, Nov 7, 2024, 11:29 PM
Reason: again latex
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navier3072
108 posts
#25
Y by
This is really harder than 2 huh :wacko:
$\left \lceil \frac{2024}{99} \right \rceil = 21$
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lvlup
3 posts
#26
Y by
Marcus_Zhang wrote:
legit read this one wrong as "2024 is the sum of two not necesarily distinct two-digit numbers"

rest in peace my reading skills

yah same i had 2 reread it some times on the test
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iwastedmyusername
77 posts
#28
Y by
what is bro doing
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Apple_maths60
24 posts
#29
Y by
2024 =20×99 +44
So, total 21 two-digit number required
Ans:21(B)
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