Shape optimization by conventional and extended isogeometric boundary element method with PSO for two-dimensional Helmholtz acoustic problems
In this paper, a new approach is developed for applications of shape optimization on the two-dimensional time harmonic wave propagation (Helmholtz equation) in acoustic problems. The particle swarm optimization (PSO) algorithm - a gradient-free optimization method avoiding the sensitivity analysis -...
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Published in | Engineering analysis with boundary elements Vol. 113; pp. 156 - 169 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.04.2020
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Subjects | |
Online Access | Get full text |
ISSN | 0955-7997 1873-197X |
DOI | 10.1016/j.enganabound.2019.12.012 |
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Abstract | In this paper, a new approach is developed for applications of shape optimization on the two-dimensional time harmonic wave propagation (Helmholtz equation) in acoustic problems. The particle swarm optimization (PSO) algorithm - a gradient-free optimization method avoiding the sensitivity analysis - is coupled with two boundary element methods (BEM) and isogeometric analysis (IGA). The first method is the conventional isogeometric boundary element method (IGABEM). The second method is the eXtended IGABEM (XIBEM) enriched with the partition-of-unity expansion using a set of plane waves. In both methods, the computational domain is parameterized and the unknown solution is approximated using non-uniform rational B-splines basis functions (NURBS).
In the optimization models, the advantage of IGA is the feature of representing the three models; i.e. shape design/analysis/optimization, using a set of control points, which also represent control variables and optimization parameters, making communication between the three models easy and straightforward.
A numerical example is considered for the duct problem to validate the presented techniques against the analytical solution. Furthermore, two different applications for various frequencies are studied; the vertical noise barrier and the horn problems, and the obtained results are compared against previously published numerical methods using sensitivity analysis and genetic algorithms to verify the efficiency of the proposed approaches. |
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AbstractList | In this paper, a new approach is developed for applications of shape optimization on the two-dimensional time harmonic wave propagation (Helmholtz equation) in acoustic problems. The particle swarm optimization (PSO) algorithm - a gradient-free optimization method avoiding the sensitivity analysis - is coupled with two boundary element methods (BEM) and isogeometric analysis (IGA). The first method is the conventional isogeometric boundary element method (IGABEM). The second method is the eXtended IGABEM (XIBEM) enriched with the partition-of-unity expansion using a set of plane waves. In both methods, the computational domain is parameterized and the unknown solution is approximated using non-uniform rational B-splines basis functions (NURBS).
In the optimization models, the advantage of IGA is the feature of representing the three models; i.e. shape design/analysis/optimization, using a set of control points, which also represent control variables and optimization parameters, making communication between the three models easy and straightforward.
A numerical example is considered for the duct problem to validate the presented techniques against the analytical solution. Furthermore, two different applications for various frequencies are studied; the vertical noise barrier and the horn problems, and the obtained results are compared against previously published numerical methods using sensitivity analysis and genetic algorithms to verify the efficiency of the proposed approaches. |
Author | Atroshchenko, Elena Mostafa Shaaban, Ahmed Rabczuk, Timon Anitescu, Cosmin |
Author_xml | – sequence: 1 givenname: Ahmed surname: Mostafa Shaaban fullname: Mostafa Shaaban, Ahmed organization: Institute of Structural Mechanics, Bauhaus-Universität Weimar, Weimar, Germany – sequence: 2 givenname: Cosmin surname: Anitescu fullname: Anitescu, Cosmin organization: Institute of Structural Mechanics, Bauhaus-Universität Weimar, Weimar, Germany – sequence: 3 givenname: Elena surname: Atroshchenko fullname: Atroshchenko, Elena organization: School of Civil and Environmental Engineering, University of New South Wales, Sydney, Australia – sequence: 4 givenname: Timon surname: Rabczuk fullname: Rabczuk, Timon email: timon.rabczuk@tdtu.edu.vn organization: Division of Computational Mechanics, Ton Duc Thang University, Ho Chi Minh City, Vietnam |
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SubjectTerms | Acoustics BEM Isogeometric Analysis Partition of Unity Shape Optimization |
Title | Shape optimization by conventional and extended isogeometric boundary element method with PSO for two-dimensional Helmholtz acoustic problems |
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