Special section on multidisciplinary design optimization: metamodeling in multidisciplinary design optimization: how far have we really come?

FAC Viana, TW Simpson, V Balabanov, V Toropov - AIAA journal, 2014 - arc.aiaa.org
The use of metamodeling techniques in the design and analysis of computer experiments
has progressed remarkably in the past 25 years, but how far has the field really come? This …

Review of metamodeling techniques in support of engineering design optimization

GG Wang, S Shan - … Design Engineering Technical …, 2006 - asmedigitalcollection.asme.org
Computation-intensive design problems are becoming increasingly common in
manufacturing industries. The computation burden is often caused by expensive analysis …

Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions

S Shan, GG Wang - Structural and multidisciplinary optimization, 2010 - Springer
The integration of optimization methodologies with computational analyses/simulations has
a profound impact on the product design. Such integration, however, faces multiple …

Managing population and drought risks using many‐objective water portfolio planning under uncertainty

JR Kasprzyk, PM Reed, BR Kirsch… - Water Resources …, 2009 - Wiley Online Library
This study contributes a many‐objective analysis of the tradeoffs associated with using the
portfolio planning approach for managing the urban water supply risks posed by growing …

A framework for visually interactive decision-making and design using evolutionary multi-objective optimization (VIDEO)

JB Kollat, P Reed - Environmental Modelling & Software, 2007 - Elsevier
This study presents a framework for Visually Interactive Decision-making and Design using
Evolutionary Multi-objective Optimization (VIDEO). The VIDEO framework allows users to …

Many objective visual analytics: rethinking the design of complex engineered systems

MJ Woodruff, PM Reed, TW Simpson - Structural and Multidisciplinary …, 2013 - Springer
Many cognitive and computational challenges accompany the design of complex
engineered systems. This study proposes the many-objective visual analytics (MOVA) …

Visual steering commands for trade space exploration: User-guided sampling with example

G Stump, S Lego, M Yukish… - International …, 2007 - asmedigitalcollection.asme.org
Recent advancements in computing power and speed provide opportunities to revolutionize
trade space exploration, particularly for the design of complex systems such as automobiles …

Visual analytics tools for sustainable lifecycle design: Current status, challenges, and future opportunities

D Ramanujan, WZ Bernstein… - Journal of …, 2017 - asmedigitalcollection.asme.org
The rapid rise in technologies for data collection has created an unmatched opportunity to
advance the use of data-rich tools for lifecycle decision-making. However, the usefulness of …

A novel data-driven visualization of n-dimensional feasible region using interpretable self-organizing maps (iSOM)

D Nagar, K Pannerselvam, P Ramu - Neural Networks, 2022 - Elsevier
Graphical optimization allows solving one or two dimensional optimization problems visually
by merely plotting the objective function and constraint function contours. In addition to the …

Dynagrams: Enhancing design thinking through dynamic diagrams

MJ Eppler, S Kernbach - Design Studies, 2016 - Elsevier
Highlights•We propose three dynamic diagrams to support team communication in design
thinking.•We apply three diagram concepts: law encoding, representational guidance, free …