Kriging-assisted topology optimization of crash structures

DOI10.1016/j.cma.2019.02.002zbMath1440.74308OpenAlexW2911566071WikidataQ128349653 ScholiaQ128349653MaRDI QIDQ1987933

Elena Raponi, Mariusz Bujny, Markus Olhofer, Nikola Aulig, Simonetta Boria, Fabian M. E. Duddeck

Publication date: 16 April 2020

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cma.2019.02.002

zbMATH Keywords

level set methodtopology optimizationcrashworthiness optimizationKrigingsurrogate modelingmoving morphable components

Mathematics Subject Classification ID

Topological methods for optimization problems in solid mechanics (74P15) Numerical and other methods in solid mechanics (74S99)

Related Items (9)

Identifying material parameters in crystal plasticity by Bayesian optimization ⋮ A spatial kernel approach for topology optimization ⋮ Topology optimization using material-field series expansion and Kriging-based algorithm: an effective non-gradient method ⋮ Robust design optimization for enhancing delamination resistance of composites ⋮ A moving morphable component‐based topology optimization approach considering transient structural dynamic responses ⋮ Optimum-pursuing method for constrained optimization and reliability-based design optimization problems using kriging model ⋮ Hybrid algorithms for handling the numerical noise in topology optimization ⋮ Topology optimization of multiple deformable bodies in contact with large deformations ⋮ Adaptive surrogate-based harmony search algorithm for design optimization of variable stiffness composite materials

Uses Software

• Matlab
• CMA-ES
• SciPy
• EGO
• top.m

Cites Work

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