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Design of Acoustic Metamaterials Through Nonlinear Programming

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Machine Learning, Optimization, and Big Data (MOD 2016)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10122))

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Abstract

The dispersive wave propagation in a periodic metamaterial with tetrachiral topology and inertial local resonators is investigated. The Floquet-Bloch spectrum of the metamaterial is compared with that of the tetrachiral beam lattice material without resonators. The resonators can be designed to open and shift frequency band gaps, that is, spectrum intervals in which harmonic waves do not propagate. Therefore, an optimal passive control of the frequency band structure can be pursued in the metamaterial. To this aim, suitable constrained nonlinear optimization problems on compact sets of admissible geometrical and mechanical parameters are stated. According to functional requirements, sets of parameters which determine the largest low-frequency band gap between selected pairs of consecutive branches of the Floquet-Bloch spectrum are soughted for numerically. The various optimization problems are successfully solved by means of a version of the method of moving asymptotes, combined with a quasi-Monte Carlo multi-start technique.

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Notes

  1. 1.

    The moving asymptotes [16] are asymptotes of functions (changing when moving from one optimization subproblem to the successive one), which are used to approximate (typically nonlinearly) the original objective and constraint functions.

  2. 2.

    In a preliminary phase, we also considered as objective function a weighted sum, with positive weights, of the full band gap between the third and fourth dispersion curves and the band amplitude of the fourth dispersion curve. However, for various choices of the weights, the obtained solution was characterized by a negligible value either of the full band gap, or of the band amplitude, making an optimal choice of the weights difficult. For our specific goal, instead, the product of the two terms was more effective.

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Correspondence to Giorgio Gnecco .

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Bacigalupo, A., Gnecco, G., Lepidi, M., Gambarotta, L. (2016). Design of Acoustic Metamaterials Through Nonlinear Programming. In: Pardalos, P., Conca, P., Giuffrida, G., Nicosia, G. (eds) Machine Learning, Optimization, and Big Data. MOD 2016. Lecture Notes in Computer Science(), vol 10122. Springer, Cham. https://doi.org/10.1007/978-3-319-51469-7_14

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  • DOI: https://doi.org/10.1007/978-3-319-51469-7_14

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