引入一种替代的非线性模型来描述鸟的生长曲线
1Department of Animal Science, Faculty of Agricultural Sciences, University of Guilan, Rasht 41635-1314, Iran.
Poultry science
|November 12, 2024
概括
这项研究评估了模拟鸟生长的鼻状功能,并将其与其他10种模型进行了比较. 形模型最适合于三组数据集中的两组中鸟生长数据,为鸟生产提供了洞察力.
科学领域:
- 动物科学动物科学
- 农业工程 农业工程
- 生物数学是生物数学.
背景情况:
- 鸟 (Struthio camelus) 的生长建模对于优化生产系统至关重要.
- 传统的生长模型可能无法完全捕捉鸟发育的复杂性.
- 评估替代数学函数可以提高增长预测的准确性.
研究的目的:
- 介绍和评估状功能作为鸟生长的新型模型.
- 为了比较正弦形模型的性能与十种已建立的增长模型.
- 用非线性回归分析鸟生长模式和绝对生长率.
主要方法:
- 利用了来自文学报道的三项研究 (数据集1-3) 的鸟体重数据.
- 适用于正弦形,单分子,物流,韦布尔和其他八种模型的非线性回归曲线.
- 使用调整的确定系数,RMSE,AIC和BIC.评估的模型适用性.
主要成果:
- 形模型在数据集1和2中显示最适合鸟生长.
- 单分子和物流模型显示,数据集1和2中最不适合.
- 对于数据集3来说,韦布尔模型是最优的,而状模型表现最差.
结论:
- 状函数显示了在特定数据集中作为鸟生长曲线的合适模型的潜力.
- 在不同的鸟生长数据集中,模型性能有很大差异.
- 结果为在鸟生长研究和生产中应用替代非线性模型提供了宝贵的见解.
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