Revisiting two theorems of Curto and Fialkow on moment matrices

Author:

Laurent Monique

Abstract

We revisit two results of Curto and Fialkow on moment matrices. The first result asserts that every sequence y R Z + n y\in \mathbb {R}^{\mathbb {Z}^n_+} whose moment matrix M ( y ) M(y) is positive semidefinite and has finite rank r r is the sequence of moments of an r r -atomic nonnegative measure μ \mu on R n \mathbb {R}^n . We give an alternative proof for this result, using algebraic tools (the Nullstellensatz) in place of the functional analytic tools used in the original proof of Curto and Fialkow. An easy observation is the existence of interpolation polynomials at the atoms of the measure μ \mu having degree at most t t if the principal submatrix M t ( y ) M_t(y) of M ( y ) M(y) (indexed by all monomials of degree t \le t ) has full rank r r . This observation enables us to shortcut the proof of the following result. Consider a basic closed semialgebraic set F = { x R n h 1 ( x ) 0 , , h m ( x ) 0 } F=\{x\in \mathbb {R}^n\mid h_1(x)\ge 0, \ldots ,h_m(x)\ge 0\} , where h j R [ x 1 , , x n ] h_j\in \mathbb {R}[x_1,\ldots ,x_n] and d := max j = 1 m deg ( h j ) / 2 d:=\operatorname {max}_{j=1}^m \lceil \operatorname {deg}(h_j)/2\rceil . If M t ( y ) M_t(y) is positive semidefinite and has a flat extension M t + d ( y ) M_{t+d}(y) such that all localizing matrices M t ( h j y ) M_{t}(h_j\ast y) are positive semidefinite, then y y has an atomic representing measure supported by F F . We also review an application of this result to the problem of minimizing a polynomial over the set F F .

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,General Mathematics

Reference31 articles.

1. Ergebnisse der Mathematik und ihrer Grenzgebiete (3) [Results in Mathematics and Related Areas (3)];Bochnak, J.,1987

2. Algorithms and Computation in Mathematics;Basu, Saugata,2003

3. A remark on the multidimensional moment problem;Berg, C.;Math. Ann.,1979

4. Positive definite functions on abelian semigroups;Berg, Christian;Math. Ann.,1976

5. Exponentially bounded positive definite functions;Berg, Christian;Illinois J. Math.,1984

Cited by 58 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. The Truncated Moment Problem on Reducible Cubic Curves I: Parabolic and Circular Type Relations;Complex Analysis and Operator Theory;2024-06-08

2. The Multi-Objective Polynomial Optimization;Mathematics of Operations Research;2024-01-04

3. Distance to a constitutive tensor isotropy stratum by the Lasserre polynomial optimization method;Mathematics and Mechanics of Complex Systems;2023-11-15

4. A hierarchy of spectral relaxations for polynomial optimization;Mathematical Programming Computation;2023-05-22

5. The truncated moment problem on curves y = q(x) and yx = 1;Linear and Multilinear Algebra;2023-05-16

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3