Frederic MagoulesMICS, Mathieu MenouxMICS, Anna Rozanova-PierratMICS
{"title":"Frequency range non-Lipschitz parametric optimization of a noise absorption","authors":"Frederic MagoulesMICS, Mathieu MenouxMICS, Anna Rozanova-PierratMICS","doi":"arxiv-2409.06292","DOIUrl":null,"url":null,"abstract":"In the framework of the optimal wave energy absorption, we solve\ntheoretically and numerically a parametric shape optimization problem to find\nthe optimal distribution of absorbing material in the reflexive one defined by\na characteristic function in the Robin-type boundary condition associated with\nthe Helmholtz equation. Robin boundary condition can be given on a part or the\nall boundary of a bounded ($\\epsilon$, $\\infty$)-domain of R n . The geometry\nof the partially absorbing boundary is fixed, but allowed to be non-Lipschitz,\nfor example, fractal. It is defined as the support of a d-upper regular measure\nwith d $\\in$]n -2, n[. Using the well-posedness properties of the model, for\nany fixed volume fraction of the absorbing material, we establish the existence\nof at least one optimal distribution minimizing the acoustical energy on a\nfixed frequency range of the relaxation problem. Thanks to the shape derivative\nof the energy functional, also existing for non-Lipschitz boundaries, we\nimplement (in the two-dimensional case) the gradient descent method and find\nthe optimal distribution with 50% of the absorbent material on a frequency\nrange with better performances than the 100% absorbent boundary. The same type\nof performance is also obtained by the genetic method.","PeriodicalId":501286,"journal":{"name":"arXiv - MATH - Optimization and Control","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - MATH - Optimization and Control","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.06292","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In the framework of the optimal wave energy absorption, we solve
theoretically and numerically a parametric shape optimization problem to find
the optimal distribution of absorbing material in the reflexive one defined by
a characteristic function in the Robin-type boundary condition associated with
the Helmholtz equation. Robin boundary condition can be given on a part or the
all boundary of a bounded ($\epsilon$, $\infty$)-domain of R n . The geometry
of the partially absorbing boundary is fixed, but allowed to be non-Lipschitz,
for example, fractal. It is defined as the support of a d-upper regular measure
with d $\in$]n -2, n[. Using the well-posedness properties of the model, for
any fixed volume fraction of the absorbing material, we establish the existence
of at least one optimal distribution minimizing the acoustical energy on a
fixed frequency range of the relaxation problem. Thanks to the shape derivative
of the energy functional, also existing for non-Lipschitz boundaries, we
implement (in the two-dimensional case) the gradient descent method and find
the optimal distribution with 50% of the absorbent material on a frequency
range with better performances than the 100% absorbent boundary. The same type
of performance is also obtained by the genetic method.
在最优波能吸收的框架下,我们从理论和数值上求解了一个参数形状优化问题,以找到吸收材料在与亥姆霍兹方程相关的罗宾型边界条件的特征函数所定义的反射一中的最优分布。罗宾边界条件可以在 R n 的有界($\epsilon$, $\infty$)域的部分或全部边界上给出。部分吸收边界的几何形状是固定的,但允许是非 Lipschitz 的,例如分形。它被定义为具有 d $\in$]n -2, n[ 的 d 上正则量的支持。利用该模型的好求解特性,对于任何固定体积分数的吸声材料,我们都能确定至少存在一种最优分布,能使松弛问题的固定频率范围内的声能最小化。由于能量函数的形状导数也存在于非 Lipschitz 边界,我们(在二维情况下)实施了梯度下降法,并在一个频率范围内找到了 50%吸声材料的最佳分布,其性能优于 100%吸声边界。遗传方法也获得了相同的性能。