skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


Title: On properties of univariate max functions at local maximizers
Abstract More than three decades ago, Boyd and Balakrishnan established a regularity result for the two-norm of a transfer function at maximizers. Their result extends easily to the statement that the maximum eigenvalue of a univariate real analytic Hermitian matrix family is twice continuously differentiable, with Lipschitz second derivative, at all local maximizers, a property that is useful in several applications that we describe. We also investigate whether this smoothness property extends to max functions more generally. We show that the pointwise maximum of a finite set ofq-times continuously differentiable univariate functions must have zero derivative at a maximizer for$$q=1$$ q = 1 , but arbitrarily close to the maximizer, the derivative may not be defined, even when$$q=3$$ q = 3 and the maximizer is isolated.  more » « less
Award ID(s):
2012250
PAR ID:
10364473
Author(s) / Creator(s):
;
Publisher / Repository:
Springer Science + Business Media
Date Published:
Journal Name:
Optimization Letters
Volume:
16
Issue:
9
ISSN:
1862-4472
Page Range / eLocation ID:
p. 2527-2541
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. Abstract Given a prime powerqand$$n \gg 1$$ n 1 , we prove that every integer in a large subinterval of the Hasse–Weil interval$$[(\sqrt{q}-1)^{2n},(\sqrt{q}+1)^{2n}]$$ [ ( q - 1 ) 2 n , ( q + 1 ) 2 n ] is$$\#A({\mathbb {F}}_q)$$ # A ( F q ) for some ordinary geometrically simple principally polarized abelian varietyAof dimensionnover$${\mathbb {F}}_q$$ F q . As a consequence, we generalize a result of Howe and Kedlaya for$${\mathbb {F}}_2$$ F 2 to show that for each prime powerq, every sufficiently large positive integer is realizable, i.e.,$$\#A({\mathbb {F}}_q)$$ # A ( F q ) for some abelian varietyAover$${\mathbb {F}}_q$$ F q . Our result also improves upon the best known constructions of sequences of simple abelian varieties with point counts towards the extremes of the Hasse–Weil interval. A separate argument determines, for fixedn, the largest subinterval of the Hasse–Weil interval consisting of realizable integers, asymptotically as$$q \rightarrow \infty $$ q ; this gives an asymptotically optimal improvement of a 1998 theorem of DiPippo and Howe. Our methods are effective: We prove that if$$q \le 5$$ q 5 , then every positive integer is realizable, and for arbitraryq, every positive integer$$\ge q^{3 \sqrt{q} \log q}$$ q 3 q log q is realizable. 
    more » « less
  2. Abstract The isodynamic points of a plane triangle are known to be the only pair of its centers invariant under the action of the Möbius group$${\mathcal {M}}$$ M on the set of triangles, Kimberling (Encyclopedia of Triangle Centers,http://faculty.evansville.edu/ck6/encyclopedia). Generalizing this classical result, we introduce below theisodynamicmap associating to a univariate polynomial of degree$$d\ge 3$$ d 3 with at most double roots a polynomial of degree (at most)$$2d-4$$ 2 d - 4 such that this map commutes with the action of the Möbius group$${\mathcal {M}}$$ M on the zero loci of the initial polynomial and its image. The roots of the image polynomial will be called theisodynamic pointsof the preimage polynomial. Our construction naturally extends from univariate polynomials to binary forms and further to their ratios. 
    more » « less
  3. Abstract We find the scaling limits of a general class of boundary-to-boundary connection probabilities and multiple interfaces in the critical planar FK-Ising model, thus verifying predictions from the physics literature. We also discuss conjectural formulas using Coulomb gas integrals for the corresponding quantities in general critical planar random-cluster models with cluster-weight$${q \in [1,4)}$$ q [ 1 , 4 ) . Thus far, proofs for convergence, including ours, rely on discrete complex analysis techniques and are beyond reach for other values ofqthan the FK-Ising model ($$q=2$$ q = 2 ). Given the convergence of interfaces, the conjectural formulas for other values ofqcould be verified similarly with relatively minor technical work. The limit interfaces are variants of$$\text {SLE}_\kappa $$ SLE κ curves (with$$\kappa = 16/3$$ κ = 16 / 3 for$$q=2$$ q = 2 ). Their partition functions, that give the connection probabilities, also satisfy properties predicted for correlation functions in conformal field theory (CFT), expected to describe scaling limits of critical random-cluster models. We verify these properties for all$$q \in [1,4)$$ q [ 1 , 4 ) , thus providing further evidence of the expected CFT description of these models. 
    more » « less
  4. Abstract Let$$\mathbb {F}_q^d$$ F q d be thed-dimensional vector space over the finite field withqelements. For a subset$$E\subseteq \mathbb {F}_q^d$$ E F q d and a fixed nonzero$$t\in \mathbb {F}_q$$ t F q , let$$\mathcal {H}_t(E)=\{h_y: y\in E\}$$ H t ( E ) = { h y : y E } , where$$h_y:E\rightarrow \{0,1\}$$ h y : E { 0 , 1 } is the indicator function of the set$$\{x\in E: x\cdot y=t\}$$ { x E : x · y = t } . Two of the authors, with Maxwell Sun, showed in the case$$d=3$$ d = 3 that if$$|E|\ge Cq^{\frac{11}{4}}$$ | E | C q 11 4 andqis sufficiently large, then the VC-dimension of$$\mathcal {H}_t(E)$$ H t ( E ) is 3. In this paper, we generalize the result to arbitrary dimension by showing that the VC-dimension of$$\mathcal {H}_t(E)$$ H t ( E ) isdwhenever$$E\subseteq \mathbb {F}_q^d$$ E F q d with$$|E|\ge C_d q^{d-\frac{1}{d-1}}$$ | E | C d q d - 1 d - 1
    more » « less
  5. Abstract We investigate the geometry of the space of immersed closed curves equipped with reparametrization-invariant Riemannian metrics; the metrics we consider are Sobolev metrics of possible fractional-order$$q\in [0,\infty )$$ q [ 0 , ) . We establish the critical Sobolev index on the metric for several key geometric properties. Our first main result shows that the Riemannian metric induces a metric space structure if and only if$$q>1/2$$ q > 1 / 2 . Our second main result shows that the metric is geodesically complete (i.e., the geodesic equation is globally well posed) if$$q>3/2$$ q > 3 / 2 , whereas if$$q<3/2$$ q < 3 / 2 then finite-time blowup may occur. The geodesic completeness for$$q>3/2$$ q > 3 / 2 is obtained by proving metric completeness of the space of$$H^q$$ H q -immersed curves with the distance induced by the Riemannian metric. 
    more » « less