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Robust optimization–a comprehensive survey
This paper reviews the state-of-the-art in robust design optimization–the search for designs
and solutions which are immune with respect to production tolerances, parameter drifts …
and solutions which are immune with respect to production tolerances, parameter drifts …
[HTML][HTML] Persistence in complex systems
Persistence is an important characteristic of many complex systems in nature, related to how
long the system remains at a certain state before changing to a different one. The study of …
long the system remains at a certain state before changing to a different one. The study of …
Tolerancing: Managing uncertainty from conceptual design to final product
Variability is unavoidable in the realization of products. While design must specify ideal
geometry, it shall also describe limits of variability (tolerances) that must be met in order to …
geometry, it shall also describe limits of variability (tolerances) that must be met in order to …
Robust optimization over time: a critical review
Robust optimization over time (ROOT) is the combination of robust optimization and dynamic
optimization. In ROOT, frequent changes to deployed solutions are undesirable, which can …
optimization. In ROOT, frequent changes to deployed solutions are undesirable, which can …
Systems approaches to materials design: past, present, and future
There is increasing awareness of the imperative to accelerate materials discovery, design,
development, and deployment. Materials design is essentially a goal-oriented activity that …
development, and deployment. Materials design is essentially a goal-oriented activity that …
A process knowledge representation approach for decision support in design of complex engineered systems
Process knowledge is of considerable significance to the digitalization and intelligentization
of the manufacturing industry. Current research on the process knowledge representation of …
of the manufacturing industry. Current research on the process knowledge representation of …
Robustness metrics: Consolidating the multiple approaches to quantify robustness
The robustness of a design has a major influence on how much the product's performance
will vary and is of great concern to design, quality, and production engineers. While …
will vary and is of great concern to design, quality, and production engineers. While …
Document understanding-based design support: Application of language model for design knowledge extraction
Abstract Design knowledge in the vast amount of design reports and documents can be an
excellent resource for designers in their practice. However, capturing such domain-specific …
excellent resource for designers in their practice. However, capturing such domain-specific …
Simulation-Based Robust and Adaptive Optimization Method for Heteroscedastic Transportation Problems
Simulation-based optimization is an effective solution to complex transportation problems
relying on stochastic simulations. However, existing studies generally perform a fixed …
relying on stochastic simulations. However, existing studies generally perform a fixed …
Systematic design space exploration using a template-based ontological method
The realization of complex engineered systems using models that are typically incomplete,
inaccurate and not of equal fidelity requires the understanding and prediction of process …
inaccurate and not of equal fidelity requires the understanding and prediction of process …