Managing computational complexity using surrogate models: a critical review

R Alizadeh, JK Allen, F Mistree - Research in Engineering Design, 2020 - Springer
In simulation-based realization of complex systems, we are forced to address the issue of
computational complexity. One critical issue that must be addressed is the approximation of …

Multidisciplinary aerospace design optimization: survey of recent developments

J Sobieszczanski-Sobieski, RT Haftka - Structural optimization, 1997 - Springer
The increasing complexity of engineering systems has sparked rising interest in
multidisciplinary optimization (MDO). This paper surveys recent publications in the field of …

Metamodels for computer-based engineering design: survey and recommendations

TW Simpson, JD Poplinski, PN Koch… - Engineering with …, 2001 - Springer
The use of statistical techniques to build approximations of expensive computer analysis
codes pervades much of today's engineering design. These statistical approximations, or …

Statistical approximations for multidisciplinary design optimization: the problem of size

PN Koch, TW Simpson, JK Allen, F Mistree - Journal of aircraft, 1999 - arc.aiaa.org
MUCH of today's engineering analysis work consists of running complex computer analyses,
supplying a vector of design variables (inputs) x, and receiving a vector of responses …

A survey of multidisciplinary design optimization methods in launch vehicle design

M Balesdent, N Bérend, P Dépincé… - Structural and …, 2012 - Springer
Optimal design of launch vehicles is a complex problem which requires the use of specific
techniques called Multidisciplinary Design Optimization (MDO) methods. MDO …

Multiobjective collaborative optimization

RV Tappeta, JE Renaud - … and Information in …, 1997 - asmedigitalcollection.asme.org
This investigation focuses on the development of modifications to the Collaborative
Optimization (CO) approach to multidisciplinary systems design, that will provide solution …

Review of formulations for structural and mechanical system optimization

JS Arora, Q Wang - Structural and Multidisciplinary Optimization, 2005 - Springer
Alternative formulations for optimization and simulation of structural and mechanical systems
and other related fields are reviewed. The material is divided roughly into two parts. Part 1 …

Comparison of MDO methods with mathematical examples

SI Yi, JK Shin, GJ Park - Structural and Multidisciplinary Optimization, 2008 - Springer
Recently, engineering systems are quite large and complicated. The design requirements
are fairly complex and it is not easy to satisfy them by considering only one discipline …

Hull optimization of an underwater vehicle based on dynamic surrogate model

W Luo, X Guo, J Dai, T Rao - Ocean Engineering, 2021 - Elsevier
A parallel multidisciplinary optimization design is proposed for the lines design of an
underwater vehicle. Resistance and energy consumption are concerned about in obtaining …

[PDF][PDF] Comparative properties of collaborative optimization and other approaches to MDO

NM Alexandrov, RM Lewis - 1999 - ntrs.nasa.gov
We, discuss criteria by which one can classify, analyze, and evaluate approaches to solving
multidisciplinary design optimization (MDO) problems. Central to our discussion is the often …