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k a My Retirement & New Leadership at AoPS
rrusczyk   1571
N Mar 26, 2025 by SmartGroot
I write today to announce my retirement as CEO from Art of Problem Solving. When I founded AoPS 22 years ago, I never imagined that we would reach so many students and families, or that we would find so many channels through which we discover, inspire, and train the great problem solvers of the next generation. I am very proud of all we have accomplished and I’m thankful for the many supporters who provided inspiration and encouragement along the way. I'm particularly grateful to all of the wonderful members of the AoPS Community!

I’m delighted to introduce our new leaders - Ben Kornell and Andrew Sutherland. Ben has extensive experience in education and edtech prior to joining AoPS as my successor as CEO, including starting like I did as a classroom teacher. He has a deep understanding of the value of our work because he’s an AoPS parent! Meanwhile, Andrew and I have common roots as founders of education companies; he launched Quizlet at age 15! His journey from founder to MIT to technology and product leader as our Chief Product Officer traces a pathway many of our students will follow in the years to come.

Thank you again for your support for Art of Problem Solving and we look forward to working with millions more wonderful problem solvers in the years to come.

And special thanks to all of the amazing AoPS team members who have helped build AoPS. We’ve come a long way from here:IMAGE
1571 replies
rrusczyk
Mar 24, 2025
SmartGroot
Mar 26, 2025
k a March Highlights and 2025 AoPS Online Class Information
jlacosta   0
Mar 2, 2025
March is the month for State MATHCOUNTS competitions! Kudos to everyone who participated in their local chapter competitions and best of luck to all going to State! Join us on March 11th for a Math Jam devoted to our favorite Chapter competition problems! Are you interested in training for MATHCOUNTS? Be sure to check out our AMC 8/MATHCOUNTS Basics and Advanced courses.

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Do you have plans this summer? There are so many options to fit your schedule and goals whether attending a summer camp or taking online classes, it can be a great break from the routine of the school year. Check out our summer courses at AoPS Online, or if you want a math or language arts class that doesn’t have homework, but is an enriching summer experience, our AoPS Virtual Campus summer camps may be just the ticket! We are expanding our locations for our AoPS Academies across the country with 15 locations so far and new campuses opening in Saratoga CA, Johns Creek GA, and the Upper West Side NY. Check out this page for summer camp information.

Be sure to mark your calendars for the following events:
[list][*]March 5th (Wednesday), 4:30pm PT/7:30pm ET, HCSSiM Math Jam 2025. Amber Verser, Assistant Director of the Hampshire College Summer Studies in Mathematics, will host an information session about HCSSiM, a summer program for high school students.
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[*]March 11th (Tuesday), 4:30pm PT/7:30pm ET, 2025 MATHCOUNTS Chapter Discussion MATH JAM. AoPS instructors will discuss some of their favorite problems from the MATHCOUNTS Chapter Competition. All are welcome!
[*]March 13th (Thursday), 4:00pm PT/7:00pm ET, Free Webinar about Summer Camps at the Virtual Campus. Transform your summer into an unforgettable learning adventure! From elementary through high school, we offer dynamic summer camps featuring topics in mathematics, language arts, and competition preparation - all designed to fit your schedule and ignite your passion for learning.[/list]
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0 replies
jlacosta
Mar 2, 2025
0 replies
something like MVT
mqoi_KOLA   5
N 18 minutes ago by mqoi_KOLA
If $F$ is a continuous function on $[0,1]$ such that $F(0) = F(1)$, then there exists a $c \in (0,1)$ such that:

\[
F(c) = \frac{1}{c} \int_0^c F(x) \,dx
\]
5 replies
mqoi_KOLA
Today at 11:37 AM
mqoi_KOLA
18 minutes ago
nice integral
Martin.s   1
N 26 minutes ago by Entrepreneur
$$\int_0^\infty \frac{\tanh x}{4x (1+\cosh(2x))} dx$$
1 reply
Martin.s
Yesterday at 8:09 PM
Entrepreneur
26 minutes ago
Find the real part and imaginary parts
Entrepreneur   0
an hour ago
Source: Own
Evaluate $$\Re\left(\frac{\Gamma(ix)}{\Gamma(ix+\frac 12)}\right)\;\&\;\Im\left(\frac{\Gamma(ix)}{\Gamma(ix+\frac 12)}\right).$$
0 replies
Entrepreneur
an hour ago
0 replies
An exercise applying the Cayley-Hamilton theorem
Mathloops   0
2 hours ago

Let \( A = (a_{ij}) \) be a nonzero square matrix of order \( n \) satisfying
\[
a_{ik} a_{jk} = a_{kk} a_{ij}, \quad \text{for all } i, j, k.
\]Denote by \( \operatorname{tr}(A) \) the trace of \( A \), which is the sum of the diagonal elements of \( A \).

a) Prove that \( \operatorname{tr}(A) \neq 0 \).

b) Compute the characteristic polynomial of \( A \) in terms of \( \operatorname{tr}(A) \).
0 replies
Mathloops
2 hours ago
0 replies
No more topics!
fof=f' (open question for me)
blang   3
N Jan 1, 2010 by blang
Hi !

An open question for me :

Find all $ f: \mathbb{R} \rightarrow \mathbb{R}$ such that $ f \circ f =f'$ .

Thanks !
3 replies
blang
Dec 31, 2009
blang
Jan 1, 2010
fof=f' (open question for me)
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blang
165 posts
#1 • 3 Y
Y by Adventure10 and 2 other users
Hi !

An open question for me :

Find all $ f: \mathbb{R} \rightarrow \mathbb{R}$ such that $ f \circ f =f'$ .

Thanks !
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fedja
6920 posts
#2 • 6 Y
Y by pieater314159, Adventure10, Mango247, and 3 other users
Nice to have you back!

This is going to be long and technical, so I'm not even sure I'll be able to post the entire thing at once. OK, let's start at least :).

Step 1: $ f\in C^1$. Indeed, $ f$ muct be at least continuous, whence the derivative is continuous due to the equation. Actually, you can get $ C^\infty$ this way.

Step 2: $ f$ cannot have a fixed point $ a > 0$. Indeed, then we would have $ f(x)\ge a$ for all $ x\ge a$ (you cannot cross the level $ a$ down because every time you are at that level the derivative is $ a > 0$), whence $ f'(x)\ge a$ when $ x\ge a$, whence $ f(x)\ge a + a(x - a)$ for $ x\ge a$, whence $ f'(x) = f(f(x))\ge a + a^2(x - a)$ for $ x > a$, whence $ f(x)\ge a + c(x - a)^2$, so $ f'(x)\ge a + c(f(x) - a)^2$, but this inequality leads to a blow-up in finite time as $ x$ increases.

Step 3: $ f$ has a fixed point. Indeed, otherwise we have either $ f(x) > x$ for all $ x$, or $ f(x) < x$ for all $ x$. The first option will result in $ f'(x) > x$, in $ f(x) > \frac 12 x^2$, and, finally in $ f'(x)\ge \frac 12 f(x)^2$ and a blow-up in finite time. The second option will result in $ f'(x) < 0$ for all $ x < 0$, which is incompatible with going to $ - \infty$ at $ - \infty$.

Step 4: Suppose that $ f$ has $ 0$ as a fixed point. Then we have
\[ f(x) = \int_0^x f(f(t))\,dt.\]
Take the largest interval $ ( - a,a)$ with the property that $ |f\circ f|\le 1$ on $ [ - a,a]$ (possibly the entire real line). Now, we have $ |f(x)|\le |x|$ on $ ( - a,a)$ whence $ f(x)\in( - a,a)$ for $ x\in ( - a,a)$ and $ |f'(x)| = |f(f(x))|\le |f(x)|$ on $ ( - a,a)$. Now, Gronwall's lemma implies that $ f\equiv 0$ on $ ( - a,a)$, so if $ a = + \infty$, we are done and if $ a < + \infty$, then $ a$ can be increased contrdicting the choice of $ a$.

Thus, we may assume that $ f( - a) = - a$ for some $ a > 0$. We will show that for each $ a > 0$, there is a unique function $ f$ satisfying the equation and this initial condition. Needless to say, I have no hope for an explicit elementary formula for it.

Step 5: Similarly to Step 2, we can show that $ f(x)\le - a$ for $ x\ge - a$ and $ f(x)\ge - a$ for $ x\le - a$. Denoting $ g(t) = - f( - a + t) - a$ and $ h(t) = f( - a - t) + a$, we get the system
\[ g'(t) = a - h(g(t)),\qquad h'(t) = a + g(h(t))\]
with the initial data $ g(0) = h(0) = 0$ to solve in non-negative smooth functions on $ [0, + \infty)$.

Step 6: $ h$ is increasing and $ h(t)\ge at$. That is obvious.

Step 7: $ g$ is increasing and tends to a finite positive limit as $ t\to + \infty$ equal to the unique solution $ L\le 1$ of the equation $ h(L) = a$. This is not so obvious but pretty standard. The key is the Lemma in the next step that should be applied to the solution $ g$ and the constant solution $ L$ to show that $ g(t)\le L$ everywhere after which everything becomes clear.

Step 8:
Lemma: If $ F\ge G$ are two smooth functions on and $ f,g$ are two smooth solutions of $ f' = F(f)$, $ g' = G(g)$ with $ f(0)\ge g(0)$, then $ f\ge g$ on $ [0, + \infty)$.

Proof: Replace $ F$ by $ F_\delta = F + \delta$ with $ \delta > 0$ and consider $ f_\delta$ solving $ f_\delta' = F_\delta(f_\delta), f_\delta(0) = f(0) + \delta$. Then the graph of $ f_\delta$ cannot cross or even touch that of $ g$ because at the first crossing point we would have $ f_\delta' - g'\ge\delta > 0$. So, $ f_\delta > g$. But $ f_\delta\to f$ as $ \delta\to 0$ by the classical stability theorem.

Now we have come to the real meat but I'll have to interrupt my typing for at least half an hour. I'll continue as soon as I find free time.
This post has been edited 1 time. Last edited by fedja, Feb 15, 2010, 2:54 PM
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fedja
6920 posts
#3 • 3 Y
Y by pieater314159, Adventure10, and 1 other user
Uphh... Back to the proof. We have the system $ g'=a-h(g),h'=a+g(h)$. We want to solve it iteratively. Start with $ g$, find $ h$ from the second equation, find new $ g$ from the first equation for that $ h$, and so on. Everything will be fine if we are able to introduce some "distance" between possible functions $ g$, in which this single loop $ g\mapsto h\mapsto g$ is contractive. So, here goes

Step 9: Our possible functions $ g$ are $ C^1$, increasing, have positive derivative at $ 0$ and tend to some limit not greater than $ 1$ at $ +\infty$. This describes our space. For each pair $ g,g_1$ of such functions, there exists the least $ \lambda\ge 1$ such that $ \lambda^{-1}g\le g_1\le \lambda g$. This $ \lambda$ (or, more precisely, $ \lambda -1$ will measure how close $ g$ and $ g_1$ are. Note that it is not a distance but the fixed point theorem still holds in this strange space.

Step 10: Suppose that $ g$ and $ g_1$ are $ \lambda$-close, then
$ h(\mu^{-1}t) \le h_1(t)\le h(\mu t)$ with $ \mu-1=\frac{\lambda-1}{1+a}$. Indeed, we know that $ h$ solves $ h'=a+g(h)$, so $ H(t)=H(\mu t)$ solves
\[ \begin{aligned}
H'=\mu a+\mu g(H)&= a+ a(\mu-1)+\mu g(H)\ge a+ [a(\mu-1)+\mu] g(H)
\\
&=
a+\lambda g(H)\ge a+g_1(H)\,,
\end{aligned}\]
(we used that $ 0\le g\le 1$) so, by Lemma, $ H\ge h_1$. The other inequality is obtained by exchanging the roles of $ g$ and $ g_1$.

Step 11: Now it remains to show that the above inequality for $ h$ and $ h_1$ implies that new $ g$ and $ g_1$ are $ \mu$-close. Again, consider $ G=\mu g$. It solves
\[ G'=\mu(a-h(\mu^{-1}G))_+\ge (a-h_1(G))_+\]
and the lemma does the trick again (note that we can safely drop the values of $ h,h_1$ exceeding $ a$ in our differential equations for $ g,g_1$ because we never get to that area.

The end! :lol:
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blang
165 posts
#4 • 2 Y
Y by Adventure10, Mango247
Thanks, fedja ! :)
I will study your solution.
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