Amulti-objective topology optimisation for 2D electro-magnetic wave problems with the level set method and BEM
Keywords:
Multi-objective optimisation, topological derivative, level set method, boundary element method, electromagnetic wave, cloakingAbstract
We have been investigating applications of a level set-based topology optimisation for wave devices with the boundary element method. For two-dimensional electro-magnetic wave problems, we have, so far, proposed a topology optimisation which can find a configuration of dielectric materials to locally minimise an objective functional such as the intensity of transverse electric (TE) or transverse magnetic (TM) polarised wave with a specific frequency. As an extension of our methodology, this paper presents a multi-objective topology optimisation, which can deal with some objective functionals simultaneously. The present method, for instance, can find a material distribution which can locally minimise the intensity of both TM and TE waves with multiple frequencies. The basic idea of the proposed method is to use the weighted sum or the Kreisselmeier–Steinhause function of the original objective functionals as a new objective functional. We present a derivation of the topological derivative for the new objective functional, and a detailed algorithm of the optimisation process with the derived topological derivative. Wealso present some numerical examples to illustrate the validity and efficiency of the proposed method.
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Abe, F., Isakari, H., Takahashi, T., & Matsumoto, T. (2013). A topology optimisation in twodimensional
electromagnetics with the level set method and the boundary element method
(in Japanese). Transactions of JASCOME, 13, 37–42.
Allaire,G., Jouve,F.,&Toader, A.M. (2004). Structural optimization using sensitivity analysis
and a level-set method. Journal of Computational Physics, 194, 363–393.
Amstutz, S., & Andrä, H. (2006). A new algorithm for topology optimization using a level-set
method. Journal of Computational Physics, 216, 573–588.
Bendsøe,M. P.,&Kikuchi,N. (1988). Generating optimal topologies in structural design using
a homogenization method. Computer Methods in Applied Mechanics and Engineering, 71,
–224.
Bonnet, M., & Nemitz, N. (2007). FM-BEM and topological derivative applied to acoustic
inverse scattering. In M. Schanz, & O. Steinbach (Eds.), Boundary element analysis (pp.
–212). Berlin, Heidelberg: Springer.Burger, M., Hackl, B., & Ring, W. (2004). Incorporating topological derivatives into level set
methods. Journal of Computational Physics, 194, 344–362.
Byun, J. K., & Park, I. H. (2007). Design of dielectric waveguide filters using topology
optimization technique. IEEE Transactions on Magnetics, 43, 1573–1576.
Carpio, A., & Rapún, M. L. (2008). Solving inhomogeneous inverse problems by topological
derivative methods. Inverse Problems, 24, 045014.
Chew, W. C. (1995).Waves and fields in inhomogeneous media (Vol. 522). New York, NY:
IEEE Press.
Greengard, L., & Rokhlin, V. (1987). A fast algorithm for particle simulations. Journal of
Computational Physics, 73, 325–348.
He, L., Kao, C. Y., & Osher, S. (2007). Incorporating topological derivatives into shape
derivatives based level set methods. Journal of Computational Physics, 225, 891–909.
Isakari, H., Kuriyama, K., Harada, S., Yamada, T., Takahashi, T., & Matsumoto, T. (2014). A
topology optimisation for three-dimensional acoustics with the level set method and the fast
multipole boundary element method. Mechanical Engineering Journal, 1, CM0039. https://
www.jstage.jst.go.jp/article/mej/1/4/1_2014cm0039/_article
Jensen, J. S. (2007). Topology optimization problems for reflection and dissipation of elastic
waves. Journal of Sound and Vibration, 301, 319–340.
Jing, G., Isakari, H., Matsumoto, T., Yamada, T., & Takahashi, T. (2015). Level set-based
topology optimization for 2d heat conduction problems using bem with objective function
defined on design-dependent boundary with heat transfer boundary condition. Engineering
Analysis with Boundary Elements, 61, 61–70.
Kondo, T., Isakari, H., Takahashi, T., & Matsumoto, T. (2014). A topology optimisation in
d-acoustics for scatterers with impedance boundaries with the level set method and the fast
multipole boundary element method (in Japanese). Transactions of JASCOME, 14, 29–24.
Kourogi, Y., Isakari,H., Takahashi, T., Yamada, T., &Matsumoto, T. (2013). On a topological
sensitivity analysis of three-dimensional electromagnetic wave problems with the boundary
elementmethod and its application to a level set based structural optimization (in Japanese).
Transactions of JASCOME, 13, 55–60.
Novotny, A. A., Feijóo, R. A., Taroco, E., & Padra, C. (2003). Topological sensitivity analysis.
Computer Methods in Applied Mechanics and Engineering, 192, 803–829.
Novotny, A. A., Feijóo, R. A., Taroco, E., & Padra, C. (2007). Topological sensitivity analysis
for three-dimensional linear elasticity problem. Computer Methods in Applied Mechanics
and Engineering, 196, 4354–4364.
Ohnuki, S., & Chew,W. C. (2003). Numerical accuracy of multipole expansion for 2d mlfma.
IEEE Transactions on Antennas and Propagation, 51, 1883–1890.
Otomori, M., Yamada, T., Andkjaer, J., Izui, K., Nishiwaki, S., & Kogiso, N. (2013). Level
set-based topology optimization for the design of an electromagnetic cloak with ferrite
material. IEEE Transactions on Magnetics, 49, 2081–2084.
Papoutsis-Kiachagias, E. M., & Giannakoglou, K. C. (2015). Continuous adjoint methods
for turbulent flows, applied to shape and topology optimization: Industrial applications.
Archives of Computational Methods in Engineering, 23, 255–299.
Rokhlin, V. (1985). Rapid solution of intergral equations of classical potential theory. Journal
of Computational Physics, 60, 187–207.
Sethian, J. A., & Wiegmann, A. (2000). Structural boundary design via level set and immersed
interface methods. Journal of Computational Physics, 163, 489–528.
Turkel, E., & Yefet, A. (1998). Absorbing PML boundary layers for wave-like equations.
Applied Numerical Mathematics, 27, 533–557.
Wang, M. Y., Wang, X., & Guo, D. (2003). A level set method for structural topology
optimization. Computer Methods in Applied Mechanics and Engineering, 192, 227–246.Yaji, K., Yamada, T., Yoshino, M., Matsumoto, T., Izui, K., & Nishiwaki, S. (2014). Topology
optimization using the lattice boltzmann method incorporating level set boundary
expressions. Journal of Computational Physics, 274, 158–181.
Yamada, T., Izui, K., & Nishiwaki, S. (2011). A level set-based topology optimization method
for maximizing thermal diffusivity in problems including design-dependent effects. Journal
of Mechanical Design, 133, 031011.
Yamada, T., Izui, K., Nishiwaki, S., & Takezawa, A. (2010). A topology optimization method
based on the level set method incorporating a fictitious interface energy. Computer Methods
in Applied Mechanics and Engineering, 199, 2876–2891.