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Application of improved augmented radial basis functions in optimization design of long-range guided rocket
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Weiwei CAI, Jingwen TIAN, Yi ZHAO, Guosheng LI*, Zeping WU, Leping YANG
Journal of National University of Defense Technology | 2025, 47(6) : 145 - 156
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Journal of National University of Defense Technology | 2025, 47(6): 145-156
• Aeronautical and Astronautical Science and Technology·Materials Science and Engineering •
Application of improved augmented radial basis functions in optimization design of long-range guided rocket
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Weiwei CAI, Jingwen TIAN, Yi ZHAO, Guosheng LI*, Zeping WU, Leping YANG
Affiliations
  • College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China
Published: 2025-12-28 doi: 10.11887/j.issn.1001-2486.24070018
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To improve the design performance of long-range guided rockets, a multidisciplinary parametric model of long-range guided rockets was first established to achieve high-precision performance simulation of guided rockets.A sequence approximation optimization method based on an improved augmented radial basis function was proposed, which enhanced the generalization ability of the augmented radial basis function model through anisotropic techniques.Recursive evolution experimental design and fast cross-validation were used to improve the efficiency of approximation modeling, and an imprecise search strategy was applied for sequence sampling.The effectiveness of the proposed optimization method was verified through numerical examples.A sequence approximate optimization design of the long-range guided rocket was carried out, and the maximum range increase by 16.7% compared to before optimization while satisfying design constraints.

long-range guided rocket  /  metamodel  /  multi-disciplinary optimization design  /  sequence approximation optimi-zation
蔡伟伟, 田镜文, 赵一, 李国盛, 武泽平, 杨乐平. 改进增广径向基在远程制导火箭优化设计中的应用. 国防科技大学学报, 2025 , 47 (6) : 145 -156 . DOI: 10.11887/j.issn.1001-2486.24070018
Weiwei CAI, Jingwen TIAN, Yi ZHAO, Guosheng LI, Zeping WU, Leping YANG. Application of improved augmented radial basis functions in optimization design of long-range guided rocket[J]. Journal of National University of Defense Technology, 2025 , 47 (6) : 145 -156 . DOI: 10.11887/j.issn.1001-2486.24070018
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Year 2025 volume 47 Issue 6
852
403
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doi: 10.11887/j.issn.1001-2486.24070018
  • Receive Date：2024-07-17
  • Online Date：2026-04-16
  • Published：2025-12-28
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  • Received：2024-07-17
Affiliations
    College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China
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小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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