Aiming to improve the quality of clustering,this thesis adopts the characteristics of classic clustering algorithms,endeavors to analyses it in movable angle. Meanwhile,a new clustering algorithm based on Fine-Tuned Learning, which is called CAT-L,is proposed.
本文着眼于提高聚类质量,充分地结合经典聚类算法的特点,力图从运动的角度来分析聚类,提出了基于调整学习的聚类算法,其基本思想是通过调用调整算子,变换数据对象的位置来构造一系列粗细粒度不同的近似问题。
参考来源 - 调整学习聚类算法的研究·2,447,543篇论文数据，部分数据来源于NoteExpress
在控制算法中提出了自调整学习速率和学习初期的分层控制方法。
In the control algorithm, methods of multiple level control during initial stage of studying with the adaptive learning rate are put forward.
针对BP神经网络的缺点，研究了一种动态自适应调整学习参数的改进型BP算法。
To BP neural shortcoming of network, study one dynamic self-adaptation is it study improvement type BP algorithm of parameter to adjust.
一般工程选项提供了一个灵活的课程结构，允许您选择适合自己的利益的时间来调整学习。
General engineering options provide a flexible course structure, allowing you to tailor your learning to suit your interests.
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