Detail publikace

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

Originální název

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

Typ

kapitola v knize

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

surrogate, global, optimization, curse of dimensionality, sampling

Autoři

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

Vydáno

7. 9. 2018

Nakladatel

Springer Nature

Místo

New York, USA

ISBN

978-3-319-89890-2

Kniha

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

Edice

49

Číslo edice

1

Strany od

195

Strany do

210

Strany počet

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"
}