设A为n阶实对称矩阵,证明:秩(A)=n的充分必要条件为存在一个n阶实矩阵B,使AB+BTA是正定矩阵

2024-11-20 04:40:01
推荐回答(2个)
回答1:


“必要性”(?)
利用反证法进行证明.
反设:r(A)<n,则|A|=0.
于是λ=0是A的特征值,
假设相应的特征向量为x,即:Ax=0(x≠0),
所以:xTAT=0.
从而:xT(AB+BTA)x=xTABx+xTBTAx=0,
与AB+BTA是正定矩阵矛盾,故假设不成立.
所以,秩(A)=n.
“充分性”(?)
因为 r(A)=n,
所以A的特征值λ1,λ2,…,λn全不为0.
取矩阵B=A,则:AB+BTA=AA+AA=2A2
它的特征值为:2λ12,2λ22,…,2λn2全部为正,
所以AB+BTA是正定矩阵.

回答2:

首先知道一个定理:
a正定<=>存在可逆矩阵c,使得a=c*c的转置
接下来证明你的题:
因为a正定
所以存在可逆矩阵c,使得a=c*c的转置
设c的逆的转置=d
则d可逆,且
a的逆=d*d的转置
(对上式两边取逆就得到了)
所以a的逆也是正定的
而a*a的伴随=|a|*e
所以
a的伴随=|a|*a的逆
其中|a|是a的行列式,是一个正数
即为一个正数乘以一个正定阵,所以是正定的

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