对于某些新类分析函数的汉克尔决定子,与激活函数相关的激活函数
YueJuan Sun1, Muhammad Arif2, Khalil Ullah2
1School of Mathematics and Statistics, Shangqiu Normal University, Shangqiu 476000, Henan, P.R. China.
Heliyon
|November 15, 2023
概括
研究人员定义了与激活函数相关的新分析函数类. 他们为这些函数的第二个和第三个汉克尔决定因素确定了尖的上限.
科学领域:
- 复杂分析复杂的分析.
- 功能分析是一种功能分析.
- 数学函数 数学函数是指数学函数.
背景情况:
- 激活功能在机器学习中至关重要.
- 凸和星状函数具有定义良好的分析性质.
- 汉克尔的决定因素在函数理论中很重要.
研究的目的:
- 介绍两种新的分析函数类别.
- 研究这些新函数类的属性.
- 确定汉克尔决定因素的尖上限.
主要方法:
- 根据分析表示的比率定义新的函数类.
- 使用从复杂分析到研究函数属性的技术.
- 计算和限制汉克尔的决定因素.
主要成果:
- 成功引入了两个新的类别的分析函数.
- 建立了第二个汉克尔决定者的尖上限.
- 建立了第三个汉克尔决定者的尖上限.
结论:
- 新的函数类表现出有趣的分析性质.
- 确定的边界为这些函数的行为提供了有价值的见解.
- 这项工作有助于理解分析函数及其应用.
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