2018
DOI: 10.1016/j.matdes.2018.07.008
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Crashworthiness multi-objective optimization of the thin-walled tubes under probabilistic 3D oblique load

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Cited by 31 publications
(2 citation statements)
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“…In this study, the critical force ICF and specific energy absorption SEA are used as optimization indicators for the collision resistance performance of multicellular tubes [ 37 ]. From the non-dominated sorting genetic algorithm (NSGAII), a set of Pareto solutions with high accuracy can be obtained through non-dominated sorting while maintaining population diversity, which is suitable for nonlinear optimization of SEA and critical forces [ 38 , 39 ]. Given its superiority, NSGAII was selected in this study for multi-objective optimization, so as to determine the objective functions and constraints, which can be detailed as follows: …”
Section: Discussionmentioning
confidence: 99%
“…In this study, the critical force ICF and specific energy absorption SEA are used as optimization indicators for the collision resistance performance of multicellular tubes [ 37 ]. From the non-dominated sorting genetic algorithm (NSGAII), a set of Pareto solutions with high accuracy can be obtained through non-dominated sorting while maintaining population diversity, which is suitable for nonlinear optimization of SEA and critical forces [ 38 , 39 ]. Given its superiority, NSGAII was selected in this study for multi-objective optimization, so as to determine the objective functions and constraints, which can be detailed as follows: …”
Section: Discussionmentioning
confidence: 99%
“…Because artificial control was difficult to guarantee randomness, the validation sampling points were also obtained using a DOE method. Here, the LHD method, which is also used widely in structure optimization, 39 was adopted. Totally 25 validation sampling points were produced and are shown in Figure 12 .…”
Section: Approximate Model and Factorial Analysismentioning
confidence: 99%