Signed-off-by: szdytom <szdytom@qq.com>
This commit is contained in:
方而静 2025-08-15 10:16:55 +08:00
parent 54250fc42c
commit 8924968c4d
Signed by: szTom
GPG Key ID: 072D999D60C6473C
2 changed files with 49 additions and 7 deletions

View File

@ -1,5 +1,5 @@
#import "../styles.typ": exercise_sol, tab, exercise_ref, math_numbering, note
#import "../math.typ": null, range, LinearMap, span, restricted, Poly
#import "../math.typ": null, range, LinearMap, span, restricted, Poly, complexification, ii
#exercise_sol(type: "answer")[
给出一例:满足 $dim null T = 3$ $dim range T = 2$ 的线性映射 $T$
@ -625,3 +625,45 @@
#tab 由于 $dim V > 1$,容易验证 $dim LinearMap(V) > 1 = dim FF$根据“映到更低维空间上的线性映射不是单射”原书3.22),可知 $T$ 不是单射。再根据“单射性 $<==>$ 零空间为 ${0}$原书3.15$null T != {0}$,因此 $null T = LinearMap(V)$。这说明对于任意 $S in LinearMap(V)$,都有 $S in null T$,即 $phi(S) = 0$。故 $phi = 0$
]
#let Tc = $complexification(T)$
#let Vc = $complexification(V)$
#let Wc = $complexification(W)$
#exercise_sol(type: "proof")[
$V$ $W$ 都是实向量空间,$T in LinearMap(V, W)$。定义 $Tc: Vc -> Wc$ 为对于任意 $u, v in V$
$ Tc (u + ii v) = T u + ii T v $
+ 证明:$Tc$ $Vc -> Wc$ 的(复)线性映射;
+ 证明:$Tc$ 是单射,当且仅当 $T$ 是单射;
+ 证明:$range Tc = Wc$,当且仅当 $range T = W$
#note[复化 $Vc$ 定义于#exercise_ref(<E-vector-dspace-complexification>),线性映射 $Tc$ 被称为线性映射 $T$ *复化complexification*]
][
对于a我们逐条验证线性映射的定义原书3.1)中给出的要求:
/ 可加性: 对于任意 $u, v in Vc$,均有 $Tc (u + v) = Tc u + Tc v$ \
证明:设 $u = u_1 + ii u_2$$v = v_1 + ii v_2$,其中 $u_1, u_2, v_1, v_2 in V$。则
$ Tc (u + v) &= Tc ((u_1 + v_1) + ii (u_2 + v_2)) \
&= T (u_1 + v_1) + ii T (u_2 + v_2) \
&= T u_1 + ii T u_2 + T v_1 + ii T v_2 \
&= Tc u + Tc v $
/ 齐次性: 对于任意 $lambda in CC$$u in Vc$,均有 $Tc (lambda u) = lambda Tc u$ \
证明:设 $u = u_1 + ii u_2$,其中 $u_1, u_2 in V$。则
$ Tc (lambda u) &= Tc (lambda (u_1 + ii u_2)) \
&= T (lambda u_1) + ii T (lambda u_2) \
&= lambda T u_1 + ii lambda T u_2 \
&= lambda (T u_1 + ii T u_2) \
&= lambda Tc u $
#tab 这说明 $Tc$ 确实是 $Vc -> Wc$ 的线性映射。
#tab 对于b首先假设 $Tc$ 是单射。根据“单射性 $<==>$ 零空间为 ${0}$原书3.15),可得 $null Tc = {0}$。设 $v in null T$,则根据“线性映射将 $0$ 映射为 $0$原书3.10),可得 $0 = T v = T v + ii T 0 = Tc (v + ii 0)$,因此 $v = 0$,即 $null T = {0}$,故 $T$ 是单射。
#tab 另一方面,假设 $T$ 是单射。设 $u + ii v in null Tc$,则 $0 = Tc (u + ii v) = T u + ii T v$,故 $T u = T v = 0$。又因为 $null T = {0}$,只能有 $u = v = 0$,即 $null Tc = {0}$,因此 $Tc$ 是单射。
#tab 对于c首先假设 $range Tc = Wc$。设 $w in W$,则存在 $u + ii v in Vc$,使得 $T (u + ii v) = w + ii 0$,即 $T u + ii T v = w + ii 0$,故 $T u = w$。于是 $W subset.eq range T$,即 $range T = W$
#tab 另一方面,假设 $range T = W$。设 $w + ii v in Wc$,则存在 $u in V$,使得 $T u = w$。因此 $Tc (u + ii v) = T u + ii T v = w + ii T v$,即 $w + ii v in range Tc$。这说明 $Wc subset.eq range Tc$,即 $range Tc = Wc$
]