Utilization of a Genetic Algorithm to Identify Optimal Geometric Shapes for a Seismic Protective Barrier

Bratov, Vladimir; Murachev, Andrey; Kuznetsov, Sergey V.

Abstract

The utilization of seismic barriers for protection against the hazardous impact of natural or technogenic waves is an extremely promising emerging technology to secure buildings, structures and entire areas against earthquake-generated seismic waves, high-speed-transport-induced vibrations, etc. The current research is targeted at studying the effect of seismic-barrier shape on the reduction of seismic-wave magnitudes within the protected region. The analytical solution of Lamb’s problem was used to verify the adopted numerical approach. It was demonstrated that the addition of complementary geometric features to a simple barrier shape provides the possibility of significantly increasing the resulting seismic protection. A simple genetic algorithm was employed to evaluate the nontrivial but extremely effective geometry of the seismic barrier. The developed approach can be used in various problems requiring optimization of non-parameterizable geometric shapes. The applicability of genetic algorithms and other generative algorithms to discover optimal (or close to optimal) geometric configurations for the essentially multiscale problems of the interaction of mechanical waves with inclusions is discussed.

Citation

Bratov, V., Murachev, A., & Kuznetsov, S. V. (2024). Utilization of a Genetic Algorithm to Identify Optimal Geometric Shapes for a Seismic Protective Barrier. Mathematics, 12(3), Article 492. https://doi.org/10.3390/math12030492

• Journal Article Type: Article
• Acceptance Date: Jan 29, 2024
• Online Publication Date: Feb 4, 2024
• Publication Date: 2024
• Deposit Date: Feb 26, 2024
• Publicly Available Date: Feb 26, 2024
• Journal: Mathematics
• Electronic ISSN: 2227-7390
• Publisher: MDPI
• Peer Reviewed: Peer Reviewed
• Volume: 12
• Issue: 3
• Article Number: 492
• DOI: https://doi.org/10.3390/math12030492
• Keywords: seismic barrier, earthquake, vibration, complex geometry, genetic algorithm, optimization, multiscale modeling, heterogeneous media and structures
• Public URL: http://researchrepository.napier.ac.uk/Output/3525114