Surrogate Modelling For Engineering Optimization

Khairy Elsayed

Research output: Unpublished contribution to conferenceUnpublished paper

Abstract

Recently, utilization of optimization in various practical applications has been drastically increased in the field of aerodynamics design optimization in various engineering disciplines. One of the latest developments in this field is the introduction of surrogates instead of computational fluid dynamics simulations. The main benefits of using surrogates are related to the computational cost, memory and time budgets. The present paper is intended to introduce the topic of surrogate-based optimization. An overview of the principal aspects of surrogates and the associated terminology is dealt with in detail. In addition, the paper provides a survey over the previous efforts in contributing in this field especially for shape optimization. The paper is finalized with some general recommendations as well as a brief summary to the widely used toolboxes.
Original languageEnglish
Publication statusPublished - 21 Mar 2015
Event1st Aviation Engineering Innovations Conference - Luxor, Egypt
Duration: 21 Mar 201522 Mar 2015

Conference

Conference1st Aviation Engineering Innovations Conference
CountryEgypt
CityLuxor
Period21/03/1522/03/15

Keywords

  • Surrogate modeling
  • optimization
  • Design of Experiment

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