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21 votes
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Prove that this expression is greater than 1/2

Let $$f(x,y):=4x^{2}+4y^{2}-4xy-4y+1 + \frac{4}{\pi^2}\Bigl( \sin^{2}(\pi x)+ \sin^{2}(\pi y) + \sin^{2}(\pi y-\pi x) \Bigr).$$ I will show that $$\min_{0\leq x\leq y\leq 1}f(x,y)=\min_{0\leq x\leq 1/...
GH from MO's user avatar
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19 votes
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Illustrating that universal optimality is stronger than sphere packing

In three dimensions you don’t need to go beyond lattices to see the failure of universal optimality. When the potential function is sufficiently steep (e.g., a narrow Gaussian), the face-centered ...
Henry Cohn's user avatar
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11 votes

"Small" maps from sphere to sphere

Here's an example to show that the infimum is not always attained: Consider the standard Hopf map $\pi:S^3\to S^2$, which is not null-homotopic, of course, so it follows that the area of the graph in ...
Robert Bryant's user avatar
11 votes
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Known configurations maximizing the volume of the convex hull of n points on the unit sphere

The problem is elementary for $n=5$. We may regard that case as a combination of two triangular pyramids sharing a base $\triangle ABC$. Then the volume is always bounded by one-third the area of the ...
Oscar Lanzi's user avatar
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11 votes
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Min problem on integers

Let us denote $$\sigma_\ell:=\sum_{i=1}^\ell q_i\qquad\text{and}\qquad\tau_\ell:=\sum_{i=\ell+1}^s\frac{1}{q_i}.$$ Then $$\prod_{\ell=1}^{s-1}\left(\frac{q_\ell}{q_{\ell+1}}\cdot\frac{\sigma_{\ell+1}}{...
GH from MO's user avatar
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10 votes

Prove that this expression is greater than 1/2

Let $F(x,y)$ denote the left-hand side of your inequality. It is easy to see that $|\nabla F(x,y)|\sqrt2/n<0.002$ if $0<x<y<1$, where $n:=6600$. A direct calculation shows that $F(i/n,j/n)&...
Iosif Pinelis's user avatar
7 votes
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Maximal distance between $2d+1$ points on the $(d-1)$-sphere

I finally came to do the computations on Yoav Kallus' comment. After quite some tedious work one finds a cubic polynomial: $$p_d(x)\,=\,d(d-2)^2 x^3 - d^2 x^2 - dx + 1$$ which has exactly one zero in ...
M. Winter's user avatar
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6 votes

Prove that this expression is greater than 1/2

$\newcommand{\R}{\mathbb{R}}$ An advantage of my previous answer was that, while the computer calculations were pretty heavy there, the logic was extremely simple; virtually no thinking or ingenuity ...
Iosif Pinelis's user avatar
6 votes

Maximal distance between $2d+1$ points on the $(d-1)$-sphere

OK, it's late and I may be wrong but I think that you can obtain the $2d$ points by using any set of orthonormal basis vectors $\{v_1,\ldots,v_d\}$ and their negatives. Now if $n$ is such that a ...
kodlu's user avatar
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6 votes

Maximal distance between $2d+1$ points on the $(d-1)$-sphere

Turns out kodlu's idea works in all dimensions, regardless of the existence of any Hadamard matrices. Consider all coordinate permutations of $$(1,...,1,-d)\in\Bbb R^{d+1}\quad\text{and}\quad (-1,......
M. Winter's user avatar
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5 votes
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A (reverse)-Minkowski type inequality for symmetric sums

Rewrite the inequality in question as \begin{equation*} f(u+v)\le f(u)+f(v) \end{equation*} for $u,v$ in $\mathbb R_+^4$, where \begin{equation*} f(u):=-\left(\left(\frac{1}{\sqrt{u_1}}+\frac{1}{...
Iosif Pinelis's user avatar
5 votes
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Is this lower bound for a norm of some complex matrices true?

No, it is not; in fact, $2(n-1)$ is a local maximum. Let $B$ be a Hermitian matrix such that $|B_{ij}|=1$ and $B_{ii}=1$. We denote its eigenvalues by $\mu$ (not to confuse them with eigenvalues of $...
Alex Gavrilov's user avatar
5 votes
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Maximizing a convex function with a convex constraint

Under your assumptions, this is a concave programming problem (i.e., minimization of a concave function subject to convex constraints) with compact constraint set, and therefore has a global minimum ...
Mark L. Stone's user avatar
5 votes

Does there exist energy-minimizing immersions?

I believe that in general, without any additional assumptions about the manifolds, the answer is in the negative. A counterexample can be found for mappings between annuli. Let $A=A(r,R)$ and $A_*=A(...
Piotr Hajlasz's user avatar
5 votes

Solve $\inf_{ X: |X| \le a \text{ a.s.}} E \left[ \frac{1}{1+(X-X^\prime)^2} \right] $

My initial intuition was incorrect. It seems we can sometimes solve this explicitly, and the minimizer does not have full support; my argument is incomplete (as discussed below), but I think it's ...
Christian Remling's user avatar
5 votes

Can solutions to Thomson's problem have pentagons?

Technically, there are best known configurations with pentagons and even with hexagons -- if we allow these polygons to loop around multiple faces. Such configurations may be read from the Wikipedia ...
Oscar Lanzi's user avatar
  • 2,370
4 votes

Can you give me good examples of non-convex functions that are problematic for optimization?

A less-known example is $f(x):=x^2+\exp(-1/(100(x-1))^2)-1$ on the closed interval $[-2,2]$. It takes $-.0067419337989203 $ at $x = .996387676055289 $. See that discussion in MaplePrimes for more ...
user64494's user avatar
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4 votes

A (reverse)-Minkowski type inequality for symmetric sums

The said claim follows from the following general result on elementary symmetric polynomials, denoted $e_k$ below. $\newcommand{\vx}{\mathbf{x}}\newcommand{\vy}{\mathbf{y}}$ Theorem A (S. 2018). $\,...
Suvrit's user avatar
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4 votes
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Maximizing the $\alpha$-moment of a distributution

Let us consider the closely related problem: maximize $EX^\alpha$ over all nonnegative random variables (r.v.'s) $X$ with $EX=\mu$. To avoid trivialities, assume that $\mu\in(0,\infty)$. Consider the ...
Iosif Pinelis's user avatar
4 votes
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Measurable selection for argmin to distance

Here is a simple direct argument. For $i=1,\ldots,n$, let $$C_i=\{z\in Z\mid d(z,x_i)\leq d(z,x_j), j=1,\ldots,n\}.$$ Clearly, each $C_i$ is closed and hence measurable. Let $M_i=C_i\setminus\bigcup_{...
Michael Greinecker's user avatar
4 votes

optimization over moving domains

$\newcommand\R{\mathbb R}$The answer is no. E.g., let $A=B=\R$, $B_a=[1-a^2,2]$ for $a\in A$, and $\ell(b)=b^3-3b$ for $b\in B$. Then $\ell(b)$ and $B_a$ are perfectly smooth, but $L$ is not ...
Iosif Pinelis's user avatar
3 votes

Is this lower bound for a norm of some complex matrices true?

This is merely to expand on one of my comments above. $\newcommand{\Tr}{{\rm Tr}}$ $\newcommand{\snorm}[2]{\Vert#2\Vert_{(#1)}}$ We recall that for any complex $n\times n$ matrix $X$, the trace norm ...
Yemon Choi's user avatar
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3 votes

Maximizing a pseudoconcave function in a box

Your problem is a special case of a Fractional Linear Program, so as such following the recipe provided on Wikipedia you should be able to solve it by using a reformulation to an equivalent linear ...
Suvrit's user avatar
  • 28.6k
3 votes

Solve $\inf_{ X: |X| \le a \text{ a.s.}} E \left[ \frac{1}{1+(X-X^\prime)^2} \right] $

You ask what is the minimiser of the functional $$ F(\mu) = \int_{[-a,a]} \int_{[-a,a]} \frac{1}{1+(x-y)^2} \mu(dx) \mu(dy) . $$ As Christian Remling points out, it is unlikely a closed-form ...
Mateusz Kwaśnicki's user avatar
3 votes
Accepted

minimum of convex function in different variables

This is false. Here is a graph of $\min(x^2, y^2+7).$
Igor Rivin's user avatar
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3 votes

Optimization problem on trace with both the positive semi definite and non positive semidefinite matrix

$\DeclareMathOperator{tr}{tr}$ $\DeclareMathOperator{grad}{grad}$ $\DeclareMathOperator{sym}{sym}$ New answer: WLOG, We can assume that $B$ is positive definite. Since for every orthogonal matrix $U$...
Mahdi - Free Palestine's user avatar
3 votes

Optimization problem on trace with both the positive semi definite and non positive semidefinite matrix

For Hermitian matrices $A$ and $B$, we know that the following inequality holds: \begin{equation*} \text{tr}(AB) \le \langle \lambda^{\downarrow}(A), \lambda^{\downarrow}(B)\rangle, \end{equation*} ...
Suvrit's user avatar
  • 28.6k
3 votes

Prove that this expression is greater than 1/2

By the Max Alekseyev's hint we need to prove that $\sum\limits_{cyc}f(a)\geq\frac{3}{4},$ where $f(x)=x^2+\frac{2}{\pi^2}\sin^2\pi x,$ $a$, $b$ and $c$ are positives such that $a+b+c=1.$ We have $$...
Michael Rozenberg's user avatar
3 votes
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Does the plane clustered to minimize sum distances^2 to clusters centers ( inertia / "K-means") produce hexagonal clusters / hexagonal lattice?

The answer is yes, at least in the limiting case where the number of points tends to infinity. Specifically, this is known as the quantizer problem (see Chapter 2 of Sphere Packings, Lattices and ...
Adam P. Goucher's user avatar
3 votes
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How do you call a linear programming problem when the solution should be "constrained" to a norm?

If you are willing to replace $a_i > 0$ by $a_i \ge 0$, then this becomes a quadratic program. Indeed, it can be formulated as \begin{align*} \text{Minimize}\quad & \frac12 a^\top Q a + q^\top ...
gerw's user avatar
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