https://www.bilibili.com/video/BV1ys411472E
概念
秩Rank
基础变换后的空间维数
线性相关
一组向量至少有一个是多余的,没有对张成空间
做出任何贡献
At least one of these vectors is redundant, not adding anything to our span
.
解释
你有多个向量,并且可以移除其中一个,而不减小张成空间
。
Whenever this happens, where you have multiple vectors, and you could remove one without reducing the span
因为多余的向量已经落在其他向量的张成空间
中,多余的向量可以表示为其他向量的线性组合
can be expressed as a linear combination of the others, since it's already in the span
of the others.
线性无关
反之,所有的向量都给张成空间添加了新的维度。
if each vector really does add another dimension to the span