Advances in hierarchical, parallel evolutionary algorithms for aerodynamic shape optimisation

Eric J. Whitney*, Mourad Sefrioui, Karkenahalli Srinivas, Jacques Periaux

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

19 Citations (Scopus)

Abstract

The paper presents the recent developments in Hierarchical Parallel Evolutionary Algorithms to speed up optimisation of aerodynamic shapes. One is the implementation of different models in different layers of a Parallel Genetic Algorithm. The other is Asynchronous Hierarchical Evolution Strategy. These methods are employed to reconstruct a one-dimensional transonic nozzle and a two-dimensional aerofoil shape. Considerable speed up is achieved as a result.

Original languageEnglish
Pages (from-to)23-28
Number of pages6
JournalJSME International Journal, Series B: Fluids and Thermal Engineering
Volume45
Issue number1
DOIs
Publication statusPublished - Feb 2002

Keywords

  • Aerodynamic optimisation
  • Computational fluid dynamics
  • Evolutionary algorithms
  • Genetic algorithms
  • Hierarchical parallel evolutionary algorithms
  • Hierarchical parallel genetic algorithms

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