Airfoil Aerodynamic Optimization Design Using Ensemble Learning Surrogate Model

Author:

Wang Shu1,Xu Qinzheng2ORCID,Wei Nan3

Affiliation:

1. Associate Professor, College of Information Science and Engineering, Northeastern Univ., Shenyang, Liaoning 110819, China.

2. Master’s Student, College of Information Science and Engineering, Northeastern Univ., Shenyang, Liaoning 110819, China (corresponding author). ORCID: .

3. Master’s Student, College of Information Science and Engineering, Northeastern Univ., Shenyang, Liaoning 110819, China.

Publisher

American Society of Civil Engineers (ASCE)

Reference37 articles.

1. Voronoi diagrams—a survey of a fundamental geometric data structure

2. Cook, P. H., M. A. McDonald, and M. C. P. Firmin. 1979. Aerofoil RAE 2822: Pressure distributions, and boundary layer and wake measurements. AGARD report ar 138, 47. Neuilly sur Seine, France: AGARD.

3. A fast and elitist multiobjective genetic algorithm: NSGA-II

4. An airfoil shape optimization technique coupling PARSEC parameterization and evolutionary algorithm

5. Bezier-PARSEC: An optimized aerofoil parameterization for design

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