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 …

Design and analysis of computer experiments in multidisciplinary design optimization: a review of how far we have come-or not

T Simpson, V Toropov, V Balabanov… - 12th AIAA/ISSMO …, 2008 - arc.aiaa.org
The use of metamodeling techniques in the design and analysis of computer experiments
has progressed remarkably in the past two decades, but how far have we really come? This …

OpenMDAO: An open-source framework for multidisciplinary design, analysis, and optimization

JS Gray, JT Hwang, JRRA Martins, KT Moore… - Structural and …, 2019 - Springer
Multidisciplinary design optimization (MDO) is concerned with solving design problems
involving coupled numerical models of complex engineering systems. While various MDO …

Approximation methods in multidisciplinary analysis and optimization: a panel discussion

TW Simpson, AJ Booker, D Ghosh, AA Giunta… - Structural and …, 2004 - Springer
This paper summarizes the discussion at the Approximation Methods Panel that was held at
the 9 th AIAA/ISSMO Symposium on Multidisciplinary Analysis & Optimization in Atlanta, GA …

A computational architecture for coupling heterogeneous numerical models and computing coupled derivatives

JT Hwang, JRRA Martins - ACM Transactions on Mathematical Software …, 2018 - dl.acm.org
One of the challenges in computational modeling is coupling models to solve
multidisciplinary problems. Flow-based computational frameworks alleviate part of the …

Multidisciplinary design optimization for complex engineered systems: report from a national science foundation workshop

TW Simpson, JRRA Martins - 2011 - asmedigitalcollection.asme.org
Complex engineered systems are typically designed using a systems engineering
framework that is showing its limitations. Multidisciplinary design optimization (MDO), which …

Enabling large-scale multidisciplinary design optimization through adjoint sensitivity analysis

JRRA Martins, GJ Kennedy - Structural and Multidisciplinary Optimization, 2021 - Springer
This paper is written to honor Raphael T. Haftka's seminal contributions to multidisciplinary
design optimization. We focus on those contributions that directly impacted our research …

Optimal design of gating systems by gradient search methods

CE Esparza, MP Guerrero-Mata… - Computational Materials …, 2006 - Elsevier
A numerical optimization technique based on gradient-search is applied to obtain an optimal
design of a typical gating system used for the gravity process to produce aluminum parts …

Renewable energy production management with a new harmony search optimization toolkit

I Kougias, D Karakatsanis, A Malatras… - Clean Technologies and …, 2016 - Springer
The design goals of the developed software are described followed by its architecture, which
is presented in detail. The GUI-based interface supports a variety of environmental …

An automated optimal design of a fan blade using an integrated CFD/MDO computer environment

U Idahosa, VV Golubev… - Engineering applications of …, 2008 - Taylor & Francis
The work discusses the construction and application of an automated, distributed, industry-
like multi-disciplinary design optimization (MDO) environment employed to explore new …