Linear Algebra lecture7 note

时间:2023-03-09 15:21:20
Linear Algebra lecture7 note

Computing the nullspace (Ax=0)

Pivot variables-free variables

Special solutions: rref( A)=R

 


Linear Algebra lecture7 note

Linear Algebra lecture7 note

rank of A=the number of pivots=2

由上述矩阵行变换回代可得方程

Linear Algebra lecture7 note

我们自行给free variable对应的x赋值

Linear Algebra lecture7 note

得到一个特解x为

Linear Algebra lecture7 note表示的意思是Linear Algebra lecture7 note

 

再赋一组值

Linear Algebra lecture7 note表示的意思是Linear Algebra lecture7 note

以上特解可以组成通解

Linear Algebra lecture7 note

 


Reduce row(echelon form:zeros above and below pivots) 行最简形

Linear Algebra lecture7 note

rref (A) means  (reduced row echelon form of A)

There are some information that this kind of form tells:

1.pivot rows are row1 and row2

2.pivot cols are col1 and col3

3.this matrix conclude an I(Identity) in it , made by pivot rows and pivot cols

4.全0行表示原行是其他行的线性组合

5.可得知*列

6.回代得到特解

Linear Algebra lecture7 note

即我们由AX=0到UX=0,最终得到RX=0

交换R中各列,可得如下形式

Linear Algebra lecture7 note

rref form:

Linear Algebra lecture7 note

假设N是RX=0的一个特解

Linear Algebra lecture7 note

回代:

Linear Algebra lecture7 note

若Xfree赋值单位矩阵I,那么Xpivot可得到-F

特解与F有关,方程得以解出

example:

Linear Algebra lecture7 note

 

Linear Algebra lecture7 note

Linear Algebra lecture7 note