Research on Multi-Objective Optimisation System of Aircraft Aerodynamic Layout Based on Genetic Algorithm
In this paper, a multi-objective optimization system for aircraft aerodynamic layout based on genetic algorithm is designed and implemented, which proposes the integration of parametric modeling and CFD computation, gradient-assisted evolution strategy and multi-level agent model evaluation mechanism, and constructs a complete optimization process. The test validation shows that the system significantly improves the optimisation efficiency and aerodynamic performance, successfully generates the optimal design scheme under multi-objective trade-off, and provides an efficient and practical solution for the optimisation of aircraft aerodynamic layout.
Authors
- Xiang Guo (ORCID: https://orcid.org/0000-0002-3489-3375)
- Xiaofeng Liu (ORCID: https://orcid.org/0000-0002-8378-9558)
- Xinzhe Xie
- Jun Shi (ORCID: https://orcid.org/0000-0002-8661-5190)
Institutions
- Taiyuan University of Science and Technology (CN)
- Taiyuan University of Technology (CN)
Publication Details
- Published
- 2025-06-20
- DOI
- https://doi.org/10.1109/caibda65784.2025.11182924
- Primary Topic
- Advanced Manufacturing and Logistics Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00