Publication detail

Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design

Esther Andrés-Pérez, Daniel González-Juarez, Mario Martin, Emilano Iuliano, Davide Cinquegrana, Gerald Carrier, Jacques Peter, Didier Bailly, Olivier Amoignon, Petr Dvorak, David Funes, Per Weinerfelt, Leopoldo Carro, Sancho Salcedo, Yaochu Jin, John Doherty, Handing Wang

Original Title

Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design

Type

book chapter

Language

English

Original Abstract

This work presents a summary of the results obtained during the activities developed within the GARTEUR AD/AG-52 group. GARTEUR stands for “Group for Aeronautical Research and Technology in Europe” and is a multinational organization that performs high quality, collaborative, precompetitive research in the field of aeronautics to improve technological competence of the European Aerospace Industry. The aim of the AG52 group was to make an evaluation and assessment of surrogate-based global optimization methods for aerodynamic shape design of aeronautical configurations. The structure of the paper is as follows: Sect. “Introduction” will introduce the state-of-the-art in surrogate-based optimization for aerodynamic design and Sect. “Definition of Common Test Cases and Methods” will detail the test cases selected in the AG52 group. Optimization results will be then showed in Sect. “Optimization Results”, and conclusions will be provided in the last section.

Keywords

surrogate, global, optimization, curse of dimensionality, sampling

Authors

Esther Andrés-Pérez, Daniel González-Juarez, Mario Martin, Emilano Iuliano, Davide Cinquegrana, Gerald Carrier, Jacques Peter, Didier Bailly, Olivier Amoignon, Petr Dvorak, David Funes, Per Weinerfelt, Leopoldo Carro, Sancho Salcedo, Yaochu Jin, John Doherty, Handing Wang

Released

7. 9. 2018

Publisher

Springer Nature

Location

New York, USA

ISBN

978-3-319-89890-2

Book

Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems. Computational Methods in Applied Sciences.

Edition

49

Edition number

1

Pages from

195

Pages to

210

Pages count

15

URL

https://link.springer.com/chapter/10.1007%2F978-3-319-89890-2_13

BibTex

@inbook{BUT156194,
  author="Petr {Dvořák}",
  title="Garteur AD/AG-52: Surrogate-Based Global Optimization Methods in Preliminary Aerodynamic Design",
  booktitle="Evolutionary and Deterministic Methods for Design Optimization and Control With Applications to Industrial and Societal Problems. Computational Methods in Applied Sciences.",
  year="2018",
  publisher="Springer Nature",
  address="New York, USA",
  series="49",
  edition="1",
  pages="195--210",
  doi="10.1007/978-3-319-89890-2\{_}13",
  isbn="978-3-319-89890-2",
  url="https://link.springer.com/chapter/10.1007%2F978-3-319-89890-2_13"
}