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We prove existence and regularity of optimal shapes for the problem$$\min\Big\{P(\Omega)+\mathcal{G}(\Omega):\ \Omega\subset D,\ |\Omega|=m\Big\},$$where $P$ denotes the perimeter, $|\cdot|$ is the volume, and the functional $\mathcal{G}$…

最优化与控制 · 数学 2016-09-20 Guido De Philippis , Jimmy Lamboley , Michel Pierre , Bozhidar Velichkov

We study the problem of determining the optimal low dimensional projection for maximising the separability of a binary partition of an unlabelled dataset, as measured by spectral graph theory. This is achieved by finding projections which…

机器学习 · 统计学 2019-05-29 David P. Hofmeyr , Nicos G. Pavlidis , Idris A. Eckley

Let $m$ be a bounded function and $\alpha$ a nonnegative parameter. This article is concerned with the first eigenvalue $\lambda\_\alpha(m)$ of the drifted Laplacian type operator $\mathcal L\_m$ given by $\mathcal L\_m(u)=…

偏微分方程分析 · 数学 2021-12-01 Idriss Mazari , Grégoire Nadin , Yannick Privat

We study the standard quadratic optimization problem over the simplex when the objective matrix is drawn from the Gaussian Orthogonal Ensemble (GOE). Let \(\kappa_n\) denote the support size of the almost surely unique global optimizer. We…

最优化与控制 · 数学 2026-05-19 Xin Chen

The optimization of shape functionals under convexity, diameter or constant width constraints shows numerical challenges. The support function can be used in order to approximate solutions to such problems by finite dimensional optimization…

最优化与控制 · 数学 2021-11-01 Pedro R. S. Antunes , Beniamin Bogosel

We study Dirichlet boundary control of Stokes flows in 2D polygonal domains. We consider cost functionals with two different boundary control regularization terms: the $L^2$ norm and an energy space seminorm. We prove well-posedness and…

最优化与控制 · 数学 2020-11-18 W. Gong , M. Mateos , J. Singler , Y. Zhang

This paper studies a two-material optimal design problem for the time-averaged duality pairing between a (possibly time-dependent) heat source and the weak solution of an initial-boundary value problem for the heat equation with a…

偏微分方程分析 · 数学 2025-09-16 Kei Matsushima , Tomoyuki Oka

A rigorous runtime analysis of evolutionary multi-objective optimization for the classical vertex cover problem in the context of parameterized complexity analysis has been presented by Kratsch and Neumann (2013). In this paper, we extend…

神经与进化计算 · 计算机科学 2016-04-07 Mojgan Pourhassan , Feng Shi , Frank Neumann

The goal of this paper is to study the Dirichlet eigenvalues of bounded domains $\Omega\subset \Omega'$. With a local spectral stability requirement on $\Omega$, we show that the difference of the Dirichlet eigenvalues of $\Omega'$ and…

谱理论 · 数学 2014-12-02 Bruno Colbois , Alexandre Girouard , Mette Iversen

In the paper a model problem for the location of a given number $N$ of points in a given region $\Omega$ and with a given resources density $\rho(x)$ is considered. The main difference between the usual location problems and the present one…

最优化与控制 · 数学 2013-06-26 Giuseppe Buttazzo , Serena Guarino Lo Bianco , Fabrizio Oliviero

This book is about solving matrix nearness problems that are related to eigenvalues or singular values or pseudospectra. These problems arise in great diversity in various fields, be they related to dynamics, as in questions of robust…

数值分析 · 数学 2025-07-29 Nicola Guglielmi , Christian Lubich

In \cite{cheung2019optimally}, the authors presented two finite element methods for approximating second order boundary value problems on polytopial meshes with optimal accuracy without having to utilize curvilinear mappings. This was done…

数值分析 · 数学 2023-01-11 James Cheung

Optimization with orthogonality constraints frequently arises in various fields such as machine learning. Riemannian optimization offers a powerful framework for solving these problems by equipping the constraint set with a Riemannian…

最优化与控制 · 数学 2025-05-20 Andi Han , Pierre-Louis Poirion , Akiko Takeda

We deal with the following eigenvalue optimization problem: Given a bounded domain $D\subset \R^2$, how to place an obstacle $B$ of fixed shape within $D$ so as to maximize or minimize the fundamental eigenvalue $\lambda_1$ of the Dirichlet…

谱理论 · 数学 2007-12-08 Ahmad El Soufi , Rola Kiwan

This paper is devoted to a complete characterization of the free boundary of all solutions to the following spectral $k$-partition problem with measure and inclusion constraints: \[ \inf \left\{\sum_{i=1}^k \lambda_1(\omega_i)\; : \;…

偏微分方程分析 · 数学 2026-01-15 Dario Mazzoleni , Makson S. Santos , Hugo Tavares

Smoothed analysis of multiobjective 0-1 linear optimization has drawn considerable attention recently. The number of Pareto-optimal solutions (i.e., solutions with the property that no other solution is at least as good in all the…

数据结构与算法 · 计算机科学 2011-07-21 Navin Goyal , Luis Rademacher

Shape optimization models with one or more shapes are considered in this chapter. Of particular interest for applications are problems in which where a so-called shape functional is constrained by a partial differential equation (PDE)…

最优化与控制 · 数学 2021-07-19 Caroline Geiersbach , Estefania Loayza-Romero , Kathrin Welker

We consider a shape optimization problem for a hybrid energy combining local confinement and nonlocal Coulomb repulsion. Specifically, for any open set $\Omega \subseteq \mathbb{R}^3$ of prescribed volume, we consider the ground state…

偏微分方程分析 · 数学 2026-04-16 Dario Mazzoleni , Riccardo Moraschi , Berardo Ruffini

Performance of optimization on quadratic problems sensitively depends on the low-lying part of the spectrum. For large (effectively infinite-dimensional) problems, this part of the spectrum can often be naturally represented or approximated…

最优化与控制 · 数学 2024-03-26 Maksim Velikanov , Dmitry Yarotsky

The problem of covering a region of the plane with a fixed number of minimum-radius identical balls is studied in the present work. An explicit construction of bi-Lipschitz mappings is provided to model small perturbations of the union of…

最优化与控制 · 数学 2023-04-28 Ernesto G. Birgin , Antoine Laurain , Rafael Massambone , Arthur G. Santana