Over the past several decades, a noticeable amount of research efforts has been directed to
minimising injuries and death to people inside a structure that is subjected to an impact …

Optimization for structural crashworthiness and energy absorption has become an important
topic of research attributable to its proven benefits to public safety and social economy. This …

Expected Improvement (EI) is arguably the most popular acquisition function in Bayesian
optimization and has found countless successful applications, but its performance is often …

In many real-world scenarios, decision makers seek to efficiently optimize multiple
competing objectives in a sample-efficient fashion. Multi-objective Bayesian optimization …

Although synthetic test problems are widely used for the performance assessment of
evolutionary multi-objective optimization algorithms, they are likely to include unrealistic …

Having developed multiobjective optimization algorithms using evolutionary optimization
methods and demonstrated their niche on various practical problems involving mostly two …

Taking both convergence and diversity into consideration, this paper suggests a vector
angle-based evolutionary algorithm for unconstrained (with box constraints only) many …

Multi-cell tubes have been widely used in vehicle engineering for their excellent energy
absorption capacity. In this paper, a group of bionic multi-cell tubes (BMCTs) with …

Multi-cell thin-walled structures have proven fairly effective in energy absorption and have
been extensively used in vehicle engineering. However, the effects of multi-cell …

Hierarchical structures are widely observed in nature, and used in engineering due to
superior mechanical properties. In this paper, a novel hierarchical circular tube (HCT) by …