Heaviside projection based topology optimization by a PDE-filtered scalar function
This paper deals with topology optimization based on the Heaviside projection method using a scalar function as design variables. The scalar function is then regularized by a PDE based filter. Several image-processing based filtering techniques have so far been proposed for regularization or restric...
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Veröffentlicht in: | Structural and multidisciplinary optimization 2011-07, Vol.44 (1), p.19-24 |
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creator | Kawamoto, Atsushi Matsumori, Tadayoshi Yamasaki, Shintaro Nomura, Tsuyoshi Kondoh, Tsuguo Nishiwaki, Shinji |
description | This paper deals with topology optimization based on the Heaviside projection method using a scalar function as design variables. The scalar function is then regularized by a PDE based filter. Several image-processing based filtering techniques have so far been proposed for regularization or restricting the minimum length scale. They are conventionally applied to the design sensitivities rather than the design variables themselves. However, it causes discrepancies between the filtered sensitivities and the actual sensitivities that may confuse the optimization process and disturb the convergence. In this paper, we propose a Heaviside projection based topology optimization method with a scalar function that is filtered by a Helmholtz type partial differential equation. Therefore, the optimality can be strictly discussed in terms of the KKT condition. In order to demonstrate the effectiveness of the proposed method, a minimum compliance problem is solved. |
doi_str_mv | 10.1007/s00158-010-0562-2 |
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The scalar function is then regularized by a PDE based filter. Several image-processing based filtering techniques have so far been proposed for regularization or restricting the minimum length scale. They are conventionally applied to the design sensitivities rather than the design variables themselves. However, it causes discrepancies between the filtered sensitivities and the actual sensitivities that may confuse the optimization process and disturb the convergence. In this paper, we propose a Heaviside projection based topology optimization method with a scalar function that is filtered by a Helmholtz type partial differential equation. Therefore, the optimality can be strictly discussed in terms of the KKT condition. 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In order to demonstrate the effectiveness of the proposed method, a minimum compliance problem is solved.</description><subject>Brief Notes</subject><subject>Computational Mathematics and Numerical Analysis</subject><subject>Engineering</subject><subject>Engineering Design</subject><subject>Image filters</subject><subject>Mathematical analysis</subject><subject>Partial differential equations</subject><subject>Projection</subject><subject>Regularization</subject><subject>Theoretical and Applied Mechanics</subject><subject>Topology optimization</subject><issn>1615-147X</issn><issn>1615-1488</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNp1kMFKAzEQhoMoWKsP4G3Bc3SSdLPZo9TaCgVFFLyFdDNbUrabNdkK9elNXdGTpxmY758ZPkIuGVwzgOImArBcUWBAIZec8iMyYpLllE2UOv7ti7dTchbjBgAUTMoReV6g-XDRWcy64DdY9c632cpEtFnvO9_49T7zXe-27tMMs31msqe7Ga1d02NIXKxMY0JW79rv9Dk5qU0T8eKnjsnr_exluqDLx_nD9HZJK6F4Ty0WHAvLpILCSkAGNpcrYQwYK4UqywKgElLUheUCclGuANCiBcahxqoWY3I17E2Pv-8w9nrjd6FNJzXnkktQTOaJYgNVBR9jwFp3wW1N2GsG-qBOD-p0UqcP6jRPGT5kYmLbNYa_zf-HvgBObXE7</recordid><startdate>20110701</startdate><enddate>20110701</enddate><creator>Kawamoto, Atsushi</creator><creator>Matsumori, Tadayoshi</creator><creator>Yamasaki, Shintaro</creator><creator>Nomura, Tsuyoshi</creator><creator>Kondoh, Tsuguo</creator><creator>Nishiwaki, Shinji</creator><general>Springer-Verlag</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20110701</creationdate><title>Heaviside projection based topology optimization by a PDE-filtered scalar function</title><author>Kawamoto, Atsushi ; 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subjects | Brief Notes Computational Mathematics and Numerical Analysis Engineering Engineering Design Image filters Mathematical analysis Partial differential equations Projection Regularization Theoretical and Applied Mechanics Topology optimization |
title | Heaviside projection based topology optimization by a PDE-filtered scalar function |
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