一种新型的辐射基函数用于由部分微分方程控制的问题
Jie Liu1, Fuzhang Wang2, Sohail Nadeem3
1School of Mathematical Sciences, Huaibei Normal University, Huaibei, China.
PloS one
|November 29, 2023
概括
这项研究引入了新的辐射基函数与平滑技术,用于解决热科学问题. 这些新功能在数值模拟中表现出了显著的性能.
科学领域:
- 数字分析 数字分析
- 计算数学是指计算数学.
- 热科学是一种热科学.
背景情况:
- 射线基础函数 (RBF) 被广泛用于解决微分方程.
- 现有的RBF可能会遇到某些类型的问题或需要广泛的参数调整.
- 平滑技术可以提高数值方法的稳定性和准确性.
研究的目的:
- 开发一种新类型的辐射基函数,其中包括光滑.
- 提高RBF在热科学中解决部分微分方程的性能.
- 为RBF施工引入新的增强功率和形状参数方案.
主要方法:
- 使用功率增强和形状参数方案构建新的辐射基础函数.
- 应用这些RBFs通过拼接方法.
- 使用单数值分解 (SVD) 解决线性系统.
- 分析RBF在PDE规范下的热科学问题上的表现.
主要成果:
- 新建的辐射基函数显示显著改进.
- 数字结果证实了拟议的RBFs的有效性.
- 功率增强和形状参数的组合产生了高性能.
结论:
- 新型的辐射基功能与光滑技术为热科学提供了强大的工具.
- 拟议的建设方案有效地提高了RBF的性能.
- 这项工作为PDEs的数值解提供了宝贵的进步.
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