[HTML][HTML] Metamodel-assisted design optimization in the field of structural engineering: A literature review
Metamodel-assisted optimization is a valuable alternative to handle structural design
optimization procedures, which are usually quite expensive and sometimes even prohibitive …
optimization procedures, which are usually quite expensive and sometimes even prohibitive …
An efficient Kriging based method for time-dependent reliability based robust design optimization via evolutionary algorithm
Uncertainty inadvertently exists in various stages of engineering system design,
development, and operating conditions. During the system design and development stages …
development, and operating conditions. During the system design and development stages …
A gradient-assisted learning strategy of Kriging model for robust design optimization
H Nan, H Liang, H Di, H Li - Reliability Engineering & System Safety, 2024 - Elsevier
Robust design optimization (RDO) is a remarkable technique for improving product quality in
an uncertain environment. The double-loop structure of RDO involves uncertainty …
an uncertain environment. The double-loop structure of RDO involves uncertainty …
On the use of surrogate models in engineering design optimization and exploration: The key issues
Surrogate models are invaluable tools that greatly assist the process of computationally
expensive analyses and optimization. Engineering optimization reaps the benefit from …
expensive analyses and optimization. Engineering optimization reaps the benefit from …
Robustness metric for robust design optimization under time-and space-dependent uncertainty through metamodeling
Product performance varies with respect to time and space in many engineering
applications. This paper discusses how to measure and evaluate the robustness of a …
applications. This paper discusses how to measure and evaluate the robustness of a …
Intelligent initial point selection for MPP search in reliability-based design optimization
In this paper, intelligent initial point selection for performance measure approach (PMA) of
reliability-based design optimization (RBDO) is proposed to improve computational …
reliability-based design optimization (RBDO) is proposed to improve computational …
Efficient reliability-based design with second order approximations
Sequential optimization and reliability analysis (SORA) is an efficient approach to reliability-
based design (RBD). It decouples the double-loop structure of RBD into a serial cycle of …
based design (RBD). It decouples the double-loop structure of RBD into a serial cycle of …
Wave propagation in randomly parameterized 2D lattices via machine learning
Periodic structures attenuate wave propagation in a specified frequency range, such that a
desired bandgap behaviour can be obtained. Most periodic structures are produced by …
desired bandgap behaviour can be obtained. Most periodic structures are produced by …
A robust optimization framework for design of robotic system with kinematic and dynamic criteria
Industrial robot, as one class of digitalized intelligent equipment, plays a significant role in
enhancing production efficiency and quality through implementing desired kinematic …
enhancing production efficiency and quality through implementing desired kinematic …
Gaussian process assisted stochastic dynamic analysis with applications to near-periodic structures
This paper characterizes the stochastic dynamic response of periodic structures by
accounting for manufacturing variabilities. Manufacturing variabilities are simulated through …
accounting for manufacturing variabilities. Manufacturing variabilities are simulated through …