让AI设计小型无人机——P蛇模型
Research on automatic design of small UAVs based on Python model
The Python Model (PM) proposed in this paper is developed based on the improved Transformer algorithm, and its design concept originates from the in-depth understanding and research on the structural design problems of UAVs. Under general conditions, models with a certain level of intelligence can perform accurate structural design and optimization without human intervention. However, existing Diffusion Algorithm (DA) models for generating 2D and 3D images often have some problems, such as large amount of training data and high computational cost, which constrain the accuracy and efficiency of the model in designing solid structures. Therefore, the Python model aims to propose a new algorithmic framework that can solve the shortcomings of the diffusion algorithm model for designing solid structures and explore the possibility of automation in industrial product design.
郭龙承、周寒
中国矿业大学徐海学院中国矿业大学徐海学院
计算机与自动化
Reinforcement learning ideas Large models Unmanned aircraft structures Automatic design
郭龙承,周寒.让AI设计小型无人机——P蛇模型[EB/OL].(2024-05-13)[2024-09-19].https://sinoxiv.napstic.cn/article/3610373.点此复制
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