Straipsnio aptarimas iš Vikipedijos, laisvosios enciklopedijos.
(
a
α
⋅
b
β
)
=
a
b
(
α
⋅
β
)
{\displaystyle (a\alpha \cdot b\beta )=ab(\alpha \cdot \beta )}
(1)
N-mačių eilučių tikrojoje erdvėje skaliarinę sandaugą galime įvesti panašiai kaip trimatėje erdvėje. Vektorių-eilučių
[
α
]
=
[
a
1
,
a
2
,
.
.
.
,
a
n
]
{\displaystyle [\alpha ]=[a_{1},a_{2},...,a_{n}]}
ir
[
β
]
=
[
b
1
,
b
2
,
.
.
.
,
b
n
]
{\displaystyle [\beta ]=[b_{1},b_{2},...,b_{n}]}
skaliarinę sandaugą taip apibrėšime
[
α
]
⋅
[
β
]
=
[
a
1
b
1
+
a
2
b
2
+
.
.
.
+
a
n
b
n
]
{\displaystyle [\alpha ]\cdot [\beta ]=[a_{1}b_{1}+a_{2}b_{2}+...+a_{n}b_{n}]}
arba
[
α
]
⋅
[
β
]
=
∑
s
=
1
n
a
s
b
s
.
{\displaystyle [\alpha ]\cdot [\beta ]=\sum _{s=1}^{n}a_{s}b_{s}.}
Euklidinę eilučių erdvę galima apibrėžti ir taip:
[
α
]
⋅
[
β
]
=
{\displaystyle [\alpha ]\cdot [\beta ]=}
=
s
1
,
1
a
1
b
1
+
s
1
,
2
a
1
b
2
+
.
.
.
+
s
1
,
n
a
1
b
n
+
{\displaystyle =s_{1,1}a_{1}b_{1}+s_{1,2}a_{1}b_{2}+...+s_{1,n}a_{1}b_{n}+}
+
s
2
,
1
a
2
b
1
+
s
2
,
2
a
2
b
2
+
.
.
.
+
s
2
,
n
a
2
b
n
+
{\displaystyle +s_{2,1}a_{2}b_{1}+s_{2,2}a_{2}b_{2}+...+s_{2,n}a_{2}b_{n}+}
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
{\displaystyle .................................}
+
s
n
,
1
a
n
b
1
+
s
n
,
2
a
n
b
2
+
.
.
.
+
s
n
,
n
a
n
b
n
.
{\displaystyle +s_{n,1}a_{n}b_{1}+s_{n,2}a_{n}b_{2}+...+s_{n,n}a_{n}b_{n}.}
arba
=
∑
j
,
k
=
1
n
s
j
,
k
a
j
b
k
.
{\displaystyle =\sum _{j,k=1}^{n}s_{j,k}a_{j}b_{k}.}
Tegu turime n-matę unitarinę (euklidinę) erdvę ir jos bazę
ω
=
w
1
,
w
2
,
.
.
.
,
w
n
{\displaystyle {\omega }={w_{1},w_{2},...,w_{n}}}
. Išnagrinėsime, kaip galima išreikšti skaliarinę sandaugą, pasinaudojus bazės elementais
w
1
,
w
2
,
.
.
.
,
w
n
{\displaystyle w_{1},w_{2},...,w_{n}}
. Surasime vektorių
[
α
]
⋅
[
ω
]
=
[
a
1
w
1
+
a
2
w
2
+
.
.
.
+
a
n
w
n
]
{\displaystyle [\alpha ]\cdot [\omega ]=[a_{1}w_{1}+a_{2}w_{2}+...+a_{n}w_{n}]}
,
[
β
]
⋅
[
ω
]
=
[
a
1
w
1
+
a
2
w
2
+
.
.
.
+
a
n
w
n
]
{\displaystyle [\beta ]\cdot [\omega ]=[a_{1}w_{1}+a_{2}w_{2}+...+a_{n}w_{n}]}
skaliarinę sandaugą.
Kadangi formulė (1) matematinės indukcijos metodu lengvai pakeičiama n dėmenų atvejui, tai
(
α
⋅
β
)
=
(
a
1
w
1
+
a
2
w
2
+
.
.
.
+
a
n
w
n
⋅
b
1
w
1
+
b
2
w
2
+
.
.
.
+
b
n
w
n
)
=
{\displaystyle (\alpha \cdot \beta )=(a_{1}w_{1}+a_{2}w_{2}+...+a_{n}w_{n}\cdot b_{1}w_{1}+b_{2}w_{2}+...+b_{n}w_{n})=}
=
∑
j
,
k
=
1
n
a
j
b
k
(
w
j
⋅
w
k
)
.
{\displaystyle =\sum _{j,k=1}^{n}a_{j}b_{k}(w_{j}\cdot w_{k}).}
Vektorių skaliarinė sandauga yra skaliaras, todėl
(
w
j
⋅
w
k
)
=
s
j
,
k
{\displaystyle (w_{j}\cdot w_{k})=s_{j,k}}
Matrica S (kuri tapati ermitinei matricai H ) turi būti simetrine, t.y. jos elementai turi tenkinti šią sąlygą:
s
j
,
k
=
s
k
,
j
{\displaystyle s_{j,k}=s_{k,j}}
.
Pavyzdžiui turime vektorius a=(3, 5, 7) b=(4, 6, 8) ir w=(2, 3, 4).
α
=
a
⋅
ω
=
[
3
⋅
2
+
5
⋅
3
+
7
⋅
4
]
=
6
+
15
+
28
=
49
{\displaystyle \alpha =a\cdot \omega =[3\cdot 2+5\cdot 3+7\cdot 4]=6+15+28=49}
β
=
b
⋅
ω
=
[
4
⋅
2
+
6
⋅
3
+
8
⋅
4
]
=
8
+
18
+
32
=
58
{\displaystyle \beta =b\cdot \omega =[4\cdot 2+6\cdot 3+8\cdot 4]=8+18+32=58}
(
α
⋅
β
)
=
49
⋅
58
=
2842
{\displaystyle (\alpha \cdot \beta )=49\cdot 58=2842}
∑
j
,
k
=
1
n
a
j
b
k
(
w
j
⋅
w
k
)
=
{\displaystyle \sum _{j,k=1}^{n}a_{j}b_{k}(w_{j}\cdot w_{k})=}
=
3
⋅
4
⋅
(
2
⋅
2
)
+
3
⋅
6
⋅
(
2
⋅
3
)
+
3
⋅
8
⋅
(
2
⋅
4
)
+
{\displaystyle =3\cdot 4\cdot (2\cdot 2)+3\cdot 6\cdot (2\cdot 3)+3\cdot 8\cdot (2\cdot 4)+}
+
5
⋅
4
⋅
(
3
⋅
2
)
+
5
⋅
6
⋅
(
3
⋅
3
)
+
5
⋅
8
⋅
(
3
⋅
4
)
+
{\displaystyle +5\cdot 4\cdot (3\cdot 2)+5\cdot 6\cdot (3\cdot 3)+5\cdot 8\cdot (3\cdot 4)+}
+
7
⋅
4
⋅
(
4
⋅
2
)
+
7
⋅
6
⋅
(
4
⋅
3
)
+
7
⋅
8
⋅
(
4
⋅
4
)
=
{\displaystyle +7\cdot 4\cdot (4\cdot 2)+7\cdot 6\cdot (4\cdot 3)+7\cdot 8\cdot (4\cdot 4)=}
=48+108+192+120+270+480+224+504+896=348+870+1624=2842
Kitas pavyzdys. Turime vektorius a=[3, 4, 5, 6], b=[2, 5, 3, 7], c=[6, 2, 4, 7], d=[5, 4, 6, 3].
Skaliaras
α
=
a
⋅
c
{\displaystyle \alpha =a\cdot c}
=3*6+4*2+5*4+6*7=88, o skaliaras
β
=
b
⋅
d
{\displaystyle \beta =b\cdot d}
=2*5+5*4+3*6+7*3=69.
Skaliarų sandauga
α
⋅
β
=
88
∗
69
=
6072
{\displaystyle \alpha \cdot \beta =88*69=6072}
Formulė atrodys taip:
∑
j
,
k
=
1
n
a
j
b
k
(
c
j
⋅
d
k
)
=
{\displaystyle \sum _{j,k=1}^{n}a_{j}b_{k}(c_{j}\cdot d_{k})=}
=
a
1
b
1
(
c
1
⋅
d
1
)
+
a
1
b
2
(
c
1
⋅
d
2
)
+
a
1
b
3
(
c
1
⋅
d
3
)
+
a
1
b
4
(
c
1
⋅
d
4
)
+
{\displaystyle =a_{1}b_{1}(c_{1}\cdot d_{1})+a_{1}b_{2}(c_{1}\cdot d_{2})+a_{1}b_{3}(c_{1}\cdot d_{3})+a_{1}b_{4}(c_{1}\cdot d_{4})+}
+
a
2
b
1
(
c
2
⋅
d
1
)
+
a
2
b
2
(
c
2
⋅
d
2
)
+
a
2
b
3
(
c
2
⋅
d
3
)
+
a
2
b
4
(
c
2
⋅
d
4
)
+
{\displaystyle +a_{2}b_{1}(c_{2}\cdot d_{1})+a_{2}b_{2}(c_{2}\cdot d_{2})+a_{2}b_{3}(c_{2}\cdot d_{3})+a_{2}b_{4}(c_{2}\cdot d_{4})+}
+
a
3
b
1
(
c
3
⋅
d
1
)
+
a
3
b
2
(
c
3
⋅
d
2
)
+
a
3
b
3
(
c
3
⋅
d
3
)
+
a
3
b
4
(
c
3
⋅
d
4
)
+
{\displaystyle +a_{3}b_{1}(c_{3}\cdot d_{1})+a_{3}b_{2}(c_{3}\cdot d_{2})+a_{3}b_{3}(c_{3}\cdot d_{3})+a_{3}b_{4}(c_{3}\cdot d_{4})+}
+
a
4
b
1
(
c
4
⋅
d
1
)
+
a
4
b
2
(
c
4
⋅
d
2
)
+
a
4
b
3
(
c
4
⋅
d
3
)
+
a
4
b
4
(
c
4
⋅
d
4
)
=
{\displaystyle +a_{4}b_{1}(c_{4}\cdot d_{1})+a_{4}b_{2}(c_{4}\cdot d_{2})+a_{4}b_{3}(c_{4}\cdot d_{3})+a_{4}b_{4}(c_{4}\cdot d_{4})=}
=3*2*6*5+3*5*6*4+3*3*6*6+3*7*6*3+
+4*2*2*5+4*5*2*4+4*3*2*6+4*7*2*3+
+5*2*4*5+5*5*4*4+5*3*4*6+5*7*4*3+
+6*2*7*5+6*5*7*4+6*3*7*6+6*7*7*3=
=180+360+324+378+
+80+160+144+168+
+200+400+360+420+
+420+840+756+882=
=1242+
+552+
+1380+
+2898=
=6072 .
Panagrinėkime atvejį, kai a=(3, 4, 5), b=(6, 7, 8), w=(1, 1, 1).
α
=
a
⋅
w
{\displaystyle \alpha =a\cdot w}
=3*1+4*1+5*1=12
β
=
a
⋅
w
{\displaystyle \beta =a\cdot w}
=6+7+8=21
α
⋅
β
{\displaystyle \alpha \cdot \beta }
=21*12=252
arba
α
⋅
β
=
∑
j
,
k
=
1
n
a
j
b
k
(
w
j
⋅
w
k
)
=
{\displaystyle \alpha \cdot \beta =\sum _{j,k=1}^{n}a_{j}b_{k}(w_{j}\cdot w_{k})=}
=
a
1
b
1
(
1
⋅
1
)
+
a
1
b
2
(
1
⋅
1
)
+
a
1
b
3
(
1
⋅
1
)
+
{\displaystyle =a_{1}b_{1}(1\cdot 1)+a_{1}b_{2}(1\cdot 1)+a_{1}b_{3}(1\cdot 1)+}
+
a
2
b
1
(
1
⋅
1
)
+
a
2
b
2
(
1
⋅
1
)
+
a
2
b
3
(
1
⋅
1
)
+
{\displaystyle +a_{2}b_{1}(1\cdot 1)+a_{2}b_{2}(1\cdot 1)+a_{2}b_{3}(1\cdot 1)+}
+
a
3
b
1
(
1
⋅
1
)
+
a
3
b
2
(
1
⋅
1
)
+
a
3
b
3
(
1
⋅
1
)
=
{\displaystyle +a_{3}b_{1}(1\cdot 1)+a_{3}b_{2}(1\cdot 1)+a_{3}b_{3}(1\cdot 1)=}
=3*6*1+3*7*1+3*8*1+
+4*6*1+4*7*1+4*8*1+
+5*6*1+5*7*1+5*8*1=
=63+84+105=252
Pavyzdžiai iš pagrindinio straipsnio iškelti į diskusijas, nes tai bereikalingas straipsnelio apkrovimas. Orionus 12:35, 2007 Gegužės 4 (EEST)
Kairėje sumos distributyvumo lygybės pusėje vietoj sandaugos turėtų būti skliaustas.
Galite pataisyti. :) --Homo 12:30, 2008 rugsėjo 20 (EEST)