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Updated: Jun 18, 2025

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基于最小正方形支向量的回归和尖顶猪的优化,预测激光覆盖层的几何特征

Xiangpan Li1, Junfei Xu1, Junhua Wang1,2,3,4

  • 1School of Mechanical and Electrical Engineering, Henan University of Science and Technology, Luoyang 471003, China.

Micromachines
|July 27, 2024
PubMed
概括

一个新的模型使用Crowned Porcupine优化和最小正方形支持向量回归预测了激光覆盖尺寸. 这种先进的方法显著提高了预测准确度,从而提高了层质量和工艺效率.

关键词:
冠冕的猪优化优化几何特征 几何特征 几何特征激光覆盖 激光覆盖 激光覆盖最小方形支持向量回归.

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Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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