There always exist multiple uncertainties including random uncertainty, interval uncertainty,
and fuzzy uncertainty in engineering structures. In the presence of hybrid uncertainties, the …

The stable operation of strip rolling mill is the key factor to ensure the stability of product
quality. The design capability of existing domestic imported and self-developed strip rolling …

This work proposes a Bayesian optimization (BO) method for solving multi-objective robust
design optimization (RDO) problems of steel frames under aleatory uncertainty in external …

Abstract Robust Design Optimization (RDO) of structures has emerged as an important
methodology that seeks to determine a design that is insensitive to input variations …

Abstract The Stochastic Subset Optimization (SSO) algorithm was proposed for optimal
reliability problems that minimizes the probability of system failure over the admissible space …

This work presents a novel sequential sampling approach to the multi‐objective reliability‐
based design optimization of moment‐resisting steel frames subjected to earthquake …

To date, for some elastic systems with a finite number of degrees of mass freedom, in which
the directions of mass movement are parallel and lie in the same plane, methods have been …

In recent years, machine learning technology has achieved fruitful results in many fields.
However, in the fields of credit scoring and medical treatment, due to the lack of …

The traditional structural performance may be seriously degraded due to applied
indeterministic cases. A novel framework for robust topology optimization of truss-like …

Self-reconfiguration in manufacturing systems refers to the ability to autonomously execute
changes in the production process to deal with variations in demand and production …