4. γϟʔϓϨΠͷެཧ
ެཧશମ߹ཧੑ
ҙͷ ʹରͯ͠
ެཧφϧϓϨΠϠʔʹؔ͢Δੑ࣭
ҙͷ ʹରͯ͠
ϓϨΠϠʔ ͕φϧϓϨΠϠʔͰ͋Ε
ެཧରশੑ
ҙͷ ʹରͯ͠
ϓϨΠϠʔ ͕ ʹ͓͍ͯରশͰ͋Ε
ެཧՃ๏ੑ
ҙͷ ʹରͯ͠
v ∈ V
∑
i∈N
ψi(v) = v(N)
v ∈ V i ∈ N ψi(v) = 0
v ∈ V i, j (N, v) ψi(v) = ψj(v)
v, u ∈ V ψi(v + u) = ψi(v) + ψi(u) ∀i ∈ N
5. ఆཧͷূ໌
ެཧΛຬͨؔ͢ ͱ͢Δҙͷ ʹ͍ͭͯ
ิΑΓ
ͱͳΔ ݸͷ࣮ ͕ͨͩҰͭଘࡏ͢Δ
ͳΔ ଘࡏ͠͏ΔͷͰ
ͱॻ͖͑ΒΕΔ͜Εӈลͷ߲ΛҠ߲ͯ͠
ެཧΑΓ
ҙͷ ʹର͠
ρ : V → ℜn
v ∈ V
v =
∑
R:R⊆N,R≠∅
cRvR 2n
− 1 cR, R ⊆ N, R ≠ ∅
cR 0 cR, R ⊆ N, R ≠ ∅
v =
∑
R:R⊆N,R≠∅
cRvR =
∑
R:R⊆N,R≠∅,cR≥0
cRvR −
∑
R:R⊆N,R≠∅,cR0
|cR |vR
v +
∑
R:R⊆N,R≠∅,cR0
|cR |vR =
∑
R:R⊆N,R≠∅,cR≥0
cRvR
i ∈ N
ρi(
v +
∑
R:R⊆N,R≠∅,cR0
|cR |vR)
= ρi( ∑
R:R⊆N,R≠∅,cR≥0
cRvR)
⇔ ρi(v) + ρi( ∑
R:R⊆N,R≠∅,cR0
|cR |vR)
= ρi( ∑
R:R⊆N,R≠∅,cR≥0
cRvR)
vR(S) =
{
1 R ⊆ S
0 otherwise
ิҙͷఏܞ ʹରͯ͠
ಛੑؔ Λ
ͱఆٛ͢Δͱ
ҙͷಛੑؔ ʹରͯ͠
ͳΔ ݸͷ࣮ ͕ͨͩҰͭଘࡏ͢Δ
R ⊆ N, R ≠ ∅ vR ∈ V
vR(S) =
{
1 R ⊆ S
0 otherwise
v ∈ V
v =
∑
R:R⊆N,R≠∅
cRvR
2n
− 1 cR, R ⊆ N, R ≠ ∅
ެཧՃ๏ੑ
ҙͷ ʹରͯ͠
v, u ∈ V ψi(v + u) = ψi(v) + ψi(u) ∀i ∈ N
6. ఆཧͷূ໌
ެཧͱิΑΓ
Ώ͑ʹ
ࠓ
Ұҙʹఆ·Δͷ͔ͩΒ
Ұҙʹఆ·Δ ূ໌ऴྃ
ρi(v) + ρi( ∑
R:R⊆N,R≠∅,cR0
|cR |vR)
= ρi( ∑
R:R⊆N,R≠∅,cR≥0
cRvR)
ρi( ∑
R:R⊆N,R≠∅,cR0
|cR |vR)
=
∑
R:R⊆N,R≠∅,cR0
ρi(|cR |vR) =
∑
R:R⊆N,i∈R,cR0
|cR |
|R|
ρi( ∑
R:R⊆N,R≠∅,cR≥0
cRvR)
=
∑
R:R⊆N,R≠∅,cR≥0
ρi(cRvR) =
∑
R:R⊆N,i∈R,cR≥0
cR
|R|
ρi(v) +
∑
R:R⊆N,i∈R,cR0
|cR |
|R|
=
∑
R:R⊆N,i∈R,cR≥0
cR
|R|
⇔ ρi(v) =
∑
R:R⊆N,i∈R,cR≥0
cR
|R|
−
∑
R:R⊆N,i∈R,cR0
|cR |
|R|
=
∑
R:R⊆N,i∈R
cR
|R|
cR, R ⊆ N, R ≠ ∅ ρi(v)
ެཧՃ๏ੑ
ҙͷ ʹରͯ͠
v, u ∈ V ψi(v + u) = ψi(v) + ψi(u) ∀i ∈ N
ิެཧΛຬͨؔ͢ ͱ͢Δ͜ͷͱ͖֤
ͱҙͷ࣮ ʹ͍ͭͯ
ͱͳΔ
ψ : V → ℜn
vR ∈ V R ⊆ N, R ≠ ∅ c 0
ψi(cvR) =
{
c
|R|
i ∈ R
0 i ∉ R
7. γϟʔϓϨΠͷಋग़
ެཧΛຬͨؔ͢ ͨͩ̍ͭʹఆ·Γ
֤ήʔϜ ʹରͯ͠
Ͱ༩͑ΒΕΔ
ψ : V → ℜn
(N, v)
ψi(v) =
1
n! ∑
S:S⊆N,i∉S
s!(n − s − 1)!(v(S ∪ {i}) − v(S)), ∀i ∈ N
ઌ΄ͲͷٞͰ
ΛٻΊ͕ͨ
্هͷࣜΛಋग़͢Δʹ
࣮ࡍʹ Λ͢ࢉܭΔඞཁ͕͋Δ
ψi(v) =
∑
R:R⊆N,i∈R
cR
|R|
cR, R ⊆ N, R ≠ ∅
8. γϟʔϓϨΠͷಋग़
ͷ
Ͱ༩͑ΒΕΔͨͩ͠
࣮ࡍ
ҙͷ ʹ͍ͭͯ
v =
∑
R:R⊆N,R≠∅
cRvR cR
cR =
∑
T⊆R
(−1)|R|−|T|
v(T) =
∑
T⊆R
(−1)r−t
v(T) r = |R|, t = |T|
S ⊆ N
∑
R:R⊆N,R≠∅
cRvR(S) =
∑
R:R⊆S,R≠∅
cR =
∑
R:R⊆S,R≠∅
∑
T⊆R
(−1)r−t
v(T)
=
∑
T ⊆ S
∑
R ⊆ S,
R ⊇ T
(−1)r−t
v(T) =
∑
T⊆S
s
∑
r=t
(−1)r−t
(
s − t
r − t)
v(T)
vR(S) =
{
1 R ⊆ S
0 otherwise
ۭू߹ ^ ^ ^
^
^
^
^
^ ˔ ˔
^ ˔ ˔
^ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔ ˔ ˔ ˔ ˔
R
T
Λݻఆ͔ͯ͠ΒΛͱΔ ҰఆΈͳͤΔ
ू߹ ͷେ͖͞Ͱ͋Γ
ΛؚΉΑ͏ͳ ͷ߹ͷ
ӈදྫɿ ͷ߹
Ҏ֎ͷΓͷਓͷબͼํ ୭બͳ͍ͷؚΉ
͔ͩΒ
ɹ ͔֬ʹ
T v(T)
r R T R
s
∑
r=t
(
s − t
r − t)
T = {1}
3
∑
r=1
(
3 − 1
r − 1)
=
(
3 − 1
1 − 1)
+
(
3 − 1
2 − 1)
+
(
3 − 1
3 − 1)
= 1 + 2 + 1 = 4 R = {1}, {1,2}, {1,3}, {1,2,3}
9. γϟʔϓϨΠͷಋग़
ͷ
Ͱ༩͑ΒΕΔͨͩ͠
࣮ࡍ
ҙͷ ʹ͍ͭͯ
ೋ߲ఆཧɿ Λ༻͍Δ
ͨͩ͠
v =
∑
R:R⊆N,R≠∅
cRvR cR
cR =
∑
T⊆R
(−1)|R|−|T|
v(T) =
∑
T⊆R
(−1)r−t
v(T) r = |R|, t = |T|
S ⊆ N
∑
R:R⊆N,R≠∅
cRvR(S) =
∑
R:R⊆S,R≠∅
cR =
∑
R:R⊆S,R≠∅
∑
T⊆R
(−1)r−t
v(T)
=
∑
T ⊆ S
∑
R ⊆ S,
R ⊇ T
(−1)r−t
v(T) =
∑
T⊆S
s
∑
r=t
(−1)r−t
(
s − t
r − t)
v(T) =
∑
T⊆S
(1 − 1)s−t
v(T) = v(S)
(1 + x)n
=
n
∑
r=0
(
n
r)
xr
s
∑
r=t
(
s − t
r − t)
(−1)r−t
=
s−t
∑
r′

=0
(
s − t
r′

)
(−1)r′

= (1 − 1)s−t
r′

= r − t
ͷͱ͖
ͷͱ͖
T = S (1 − 1)s−s
v(S) = 00
v(S) = v(S)
T ⊂ S (1 − 1)s−t
v(T) = 0s−t
v(S) = 0
10. γϟʔϓϨΠͷಋग़
ͱ͓͘ͱ
ͷͱ͖
ͱ͢Ε
ʹҙͯ͠
ψi(v) =
∑
R:R⊆N,i∈R
cR
|R|
=
∑
R:R⊆N,i∈R
1
r ∑
S⊆R
(−1)r−s
v(S)
=
∑
S⊆N
∑
R⊇S∪{i}
1
r
(−1)r−s
v(S)
αi(S) =
∑
R⊇S∪{i}
1
r
(−1)r−s
i ∈ S S = S′

∪ {i}, i ∉ S′

S ∪ {i} = S′

∪ {i}
αi(S) =
∑
R⊇S∪{i}
1
r
(−1)r−s
=
∑
R⊇S′

∪{i}
1
r
(−1)r−(s−1)−1
=
∑
R⊇S′

∪{i}
1
r
(−1)r−s′

−1
= − αi(S′

)
ψi(v) =
∑
S⊆N
αi(S)v(S) =
∑
S ⊆ N
i ∈ S
αi(S)v(S) +
∑
S ⊆ N
i ∉ S
αi(S)v(S) =
∑
S′

⊆ N
i ∉ S′

αi(S′

∪ {i})v(S′

∪ {i}) +
∑
S ⊆ N
i ∉ S
αi(S)v(S)
=
∑
S′

⊆ N
i ∉ S′

αi(S)v(S′

∪ {i}) +
∑
S ⊆ N
i ∉ S
αi(S)v(S) =
∑
S′

⊆ N
i ∉ S′

(−αi(S′

))v(S′

∪ {i}) +
∑
S ⊆ N
i ∉ S
αi(S)v(S) =
∑
S ⊆ N
i ∉ S
αi(S)(−v(S ∪ {i}) + v(S))
cR =
∑
S⊆R
(−1)|R|−|S|
v(S) =
∑
S⊆R
(−1)r−s
v(S)
ۭू
߹
^ ^ ^
^
^
^
^
^ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔ ˔ ˔ ˔ ˔
R
S
i = 1
11. γϟʔϓϨΠͷಋग़
ͱ͓͘ͱ
ͷͱ͖
ͱ͢Ε
ʹҙͯ͠
ψi(v) =
∑
R:R⊆N,i∈R
cR
|R|
=
∑
R:R⊆N,i∈R
1
r ∑
S⊆R
(−1)r−s
v(S)
=
∑
S⊆N
∑
R⊇S∪{i}
1
r
(−1)r−s
v(S)
αi(S) =
∑
R⊇S∪{i}
1
r
(−1)r−s
i ∈ S S = S′

∪ {i}, i ∉ S′

S ∪ {i} = S′

∪ {i}
αi(S) =
∑
R⊇S∪{i}
1
r
(−1)r−s
=
∑
R⊇S′

∪{i}
1
r
(−1)r−(s−1)−1
=
∑
R⊇S′

∪{i}
1
r
(−1)r−s′

−1
= − αi(S′

)
ψi(v) =
∑
S⊆N
αi(S)v(S) =
∑
S ⊆ N
i ∈ S
αi(S)v(S) +
∑
S ⊆ N
i ∉ S
αi(S)v(S) =
∑
S′

⊆ N
i ∉ S′

αi(S′

∪ {i})v(S′

∪ {i}) +
∑
S ⊆ N
i ∉ S
αi(S)v(S)
=
∑
S′

⊆ N
i ∉ S′

αi(S)v(S′

∪ {i}) +
∑
S ⊆ N
i ∉ S
αi(S)v(S) =
∑
S′

⊆ N
i ∉ S′

(−αi(S′

))v(S′

∪ {i}) +
∑
S ⊆ N
i ∉ S
αi(S)v(S) =
∑
S ⊆ N
i ∉ S
αi(S)(−v(S ∪ {i}) + v(S))
cR =
∑
S⊆R
(−1)|R|−|S|
v(S) =
∑
S⊆R
(−1)r−s
v(S)
ۭू
߹
^ ^ ^
^
^
^
^
^ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔
^ ˔ ˔ ˔ ˔ ˔ ˔ ˔ ˔
R
S
i = 1
ψi(v) =
1
n! ∑
S:S⊆N,i∉S
s!(n − s − 1)!(v(S ∪ {i}) − v(S)), ∀i ∈ N
ψi(v) =
∑
S:S⊆N,i∉S
s!(n − s − 1)!
n!
(v(S ∪ {i}) − v(S))
12. γϟʔϓϨΠͷಋग़
ʹ͍ͭͯ
i ∉ S
αi(S) =
∑
R ⊇ S ∪ {i}
R ⊆ N
1
r
(−1)r−s
=
n
∑
r=s+1
1
r
(−1)r−s
(
n − s − 1
r − s − 1)
=
n
∑
r=s+1
(−1)r−s
(
n − s − 1
r − s − 1)
1
r
=
n
∑
r=s+1
(−1)r−s
(
n − s − 1
r − s − 1)∫
1
0
xr−1
dx
=
n
∑
r=s+1
∫
1
0
(
n − s − 1
r − s − 1)
(−1)r−s
xr−1
dx
S {i} N(S ∪ {i})
ʹඞͣ·ؚΕΔ
R
ʹ ͓Αͼ ·ؚΕ͍ͯΔ͔Β
ͱͳΔͱ͖ͷ߹ͷ
Γͷ ਓ͔Β બͿ߹ͷͰ͋Δ
Γͷਓͱͯ͠
ਓ͔Β ਓ·ͰͰ
ͱͯ͠ ਓ͔Β ਓ·Ͱ
R S {i}
R
n − s − 1 r − s − 1
0 n − s − 1
r s + 1 n
∫
1
0
xr−1
dx =
[
xr
r ]
1
0
=
1
r
13. γϟʔϓϨΠͷಋग़
͜͜Ͱ
ͱ͓͘ͱ
r′

= r − s − 1
n
∑
r=s+1
∫
1
0
(
n − s − 1
r − s − 1)
(−1)r−s
xr−1
dx =
n−s−1
∑
r′

=0
∫
1
0
(
n − s − 1
r′

)
(−1)r′

+1
xr′

+s
dx = −
n−s−1
∑
r′

=0
∫
1
0
(
n − s − 1
r′

)
(−1)r′

xr′

+s
dx
= −
∫
1
0
n−s−1
∑
r′

=0
(
n − s − 1
r′

)
(−1)r′

xr′

+s
dx = −
∫
1
0
n−s−1
∑
r′

=0
(
n − s − 1
r′

)
(−x)r′

xs
dx = −
∫
1
0
(1 − x)n−s−1
xs
dx
ೋ߲ఆཧ
ΛҰͭ֎ͩ͠
14. γϟʔϓϨΠͷಋग़
ͱ͢Ε
෦ੵ͔Β
n
∑
r=s+1
∫
1
0
(
n − s − 1
r − s − 1)
(−1)r−s
xr−1
dx = −
∫
1
0
(1 − x)n−s−1
xs
dx
I(s, n − s − 1) =
∫
1
0
(1 − x)n−s−1
xs
dx
I(s, n − s − 1) =
∫
1
0
xs
(1 − x)n−s−1
dx =
[
xs+1
s + 1
(1 − x)n−s−1
]
1
0
−
∫
1
0
xs+1
s + 1
(n − s − 1)(1 − x)n−s−2
(−1)dx
=
n − s − 1
s + 1 ∫
1
0
xs+1
(1 − x)n−s−2
dx =
n − s − 1
s + 1
I(s + 1,n − s − 2) =
n − s − 1
s + 1
n − s − 2
s + 2
I(s + 2,n − s − 3)
= ⋯ =
n − s − 1
s + 1
n − s − 2
s + 2
⋯
1
n − 1
I(n − 1,0) =
n − s − 1
s + 1
n − s − 2
s + 2
⋯
1
n − 1 ∫
1
0
xn−1
dx
=
n − s − 1
s + 1
n − s − 2
s + 2
⋯
1
n − 1 [
xn
n ]
1
0
=
n − s − 1
s + 1
n − s − 2
s + 2
⋯
1
n − 1
1
n
=
(n − s − 1)!s!
n!
ূ໌ੵͷඍ͔Β লུ
∫
b
a
f(x)g(x)dx =
[
f(x)G(x)
]
b
a
−
∫
b
a
f′

(x)G(x)dx
G′

(x) = g(x)
15. γϟʔϓϨΠͷಋग़
ʹ͍ͭͯ
i ∉ S
αi(S) =
∑
R ⊇ S ∪ {i}
R ⊆ N
1
r
(−1)r−s
=
n
∑
r=s+1
1
r
(−1)r−s
(
n − s − 1
r − s − 1)
=
n
∑
r=s+1
(−1)r−s
(
n − s − 1
r − s − 1)
1
r
=
n
∑
r=s+1
(−1)r−s
(
n − s − 1
r − s − 1)∫
1
0
xr−1
dx
=
n
∑
r=s+1
∫
1
0
(
n − s − 1
r − s − 1)
(−1)r−s
xr−1
dx
= −
(n − s − 1)!s!
n!
ψi(v) =
∑
S:S⊆N,i∉S
s!(n − s − 1)!
n!
(v(S ∪ {i}) − v(S))
Ώ͑ʹ
ψi(v) =
∑
S ⊆ N
i ∉ S
αi(S)(−v(S ∪ {i}) + v(S))
=
∑
S ⊆ N
i ∉ S
−
(n − s − 1)!s!
n!
(−v(S ∪ {i}) + v(S))
=
∑
S ⊆ N
i ∉ S
(n − s − 1)!s!
n!
(v(S ∪ {i}) − v(S))