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π <br />

<br />

<br />

<br />

<br />

<br />

i = √ −1 <br />

π = 3.1415927 . . . <br />

e = 2.718281 . . . <br />

2.20D − 16


π <br />

<br />

<br />

<br />

<br />

<br />

i = √ −1 <br />

π = 3.1415927 . . . <br />

e = 2.718281 . . . <br />

2.20D − 16


π <br />

<br />

<br />

<br />

<br />

<br />

i = √ −1 <br />

π = 3.1415927 . . . <br />

e = 2.718281 . . . <br />

2.20D − 16


π <br />

<br />

<br />

<br />

<br />

<br />

i = √ −1 <br />

π = 3.1415927 . . . <br />

e = 2.718281 . . . <br />

2.20D − 16


3 × 3 <br />

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a 1 × 6


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A 3 × 3


A <br />

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A 3 × 2 <br />

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1 <br />

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2 × 2


∗.


∧<br />

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A <br />

e A =<br />

∞<br />

i=0<br />

A i<br />

i!


exp(A) <br />

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A \ B <br />

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A<br />

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cij = aij ·bij <br />

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c A <br />

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[] <br />

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l × 1


−1 2 <br />

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s


s


∗ /


=


=


=


=


F (s) =<br />

<br />

3(s + 2)<br />

(s + 3) ∗ (s + 1)<br />

F (s) = 1.5 1.5<br />

+<br />

s + 1 s + 3


1 + s<br />

F (s) =<br />

5 + s<br />

<br />

z − 1<br />

s =<br />

z + 1<br />

<br />

F (z) = F (s)| s= z−1<br />

z+1<br />

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<br />

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= z<br />

2 + 3z


1 + s<br />

F (s) =<br />

5 + s<br />

<br />

z − 1<br />

s =<br />

z + 1<br />

<br />

F (z) = F (s)| s= z−1<br />

z+1<br />

<br />

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= z<br />

2 + 3z


1 + s<br />

F (s) =<br />

5 + s<br />

<br />

z − 1<br />

s =<br />

z + 1<br />

<br />

F (z) = F (s)| s= z−1<br />

z+1<br />

<br />

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<br />

<br />

<br />

<br />

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<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

= z<br />

2 + 3z


1 + s<br />

F (s) =<br />

5 + s<br />

<br />

z − 1<br />

s =<br />

z + 1<br />

<br />

F (z) = F (s)| s= z−1<br />

z+1<br />

<br />

<br />

<br />

<br />

<br />

<br />

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= z<br />

2 + 3z


1 + s<br />

F (s) =<br />

5 + s<br />

<br />

z − 1<br />

s =<br />

z + 1<br />

<br />

F (z) = F (s)| s= z−1<br />

z+1<br />

<br />

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= z<br />

2 + 3z


z


A


A <br />

<br />

<br />

A <br />

<br />

Ax = b A <br />

<br />

Ā = [Ab]<br />

<br />

Ā1 A <br />

b <br />

<br />

Ā1 = [Aib1]<br />

A1 b1 <br />

AX = B <br />

B


A <br />

<br />

<br />

A <br />

<br />

Ax = b A <br />

<br />

Ā = [Ab]<br />

<br />

Ā1 A <br />

b <br />

<br />

Ā1 = [Aib1]<br />

A1 b1 <br />

AX = B <br />

B


A <br />

<br />

<br />

A <br />

<br />

Ax = b A <br />

<br />

Ā = [Ab]<br />

<br />

Ā1 A <br />

b <br />

<br />

Ā1 = [Aib1]<br />

A1 b1 <br />

AX = B <br />

B


A <br />

<br />

<br />

A <br />

<br />

Ax = b A <br />

<br />

Ā = [Ab]<br />

<br />

Ā1 A <br />

b <br />

<br />

Ā1 = [Aib1]<br />

A1 b1 <br />

AX = B <br />

B


∼ <br />

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∼=


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∼=


∼ <br />

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≤ <br />

≥ <br />

∼=


T ∈ 33(R)


T −1 T = I<br />

I <br />

<br />

<br />

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<br />

<br />

<br />

<br />

<br />

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T <br />

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• <br />

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<br />


[−l, 3]<br />

0.1


[−l, 3]<br />

0.1


[0, 1] <br />

<br />

<br />

• <br />




· + × ⊕ ♦ △ ▽ ♣ ○


· + × ⊕ ♦ △ ▽ ♣ ○


· + × ⊕ ♦ △ ▽ ♣ ○


· + × ⊕ ♦ △ ▽ ♣ ○


· + × ⊕ ♦ △ ▽ ♣ ○


· + × ⊕ ♦ △ ▽ ♣ ○


x = f(x, y)(3.1) <br />

<br />

f(x, y) = cos(x)cos(y) (x, y) ∈ [0, 2π] × [0, 2π](3.2) <br />

z(i, j) =<br />

f(x(i), y(j))


• <br />

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• <br />

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<br />

<br />


˙x = Ax + Bu<br />

y = Cx + Du<br />

<br />

−5 −1<br />

A =<br />

6 0<br />

<br />

−1<br />

B =<br />

1<br />

C = −1 0 <br />

D = 0<br />

x(0) = [0 0] T


˙x = Ax + Bu<br />

y = Cx + Du<br />

<br />

−5 −1<br />

A =<br />

6 0<br />

<br />

−1<br />

B =<br />

1<br />

C = −1 0 <br />

D = 0<br />

x(0) = [0 0] T


10 −16 <br />

<br />

<br />

<br />

<br />

<br />

<br />

F 1 s = 2


A, B.C.D


A A


k <br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

k = 3


k <br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

k = 3


x = 0.5 <br />

<br />

<br />

<br />

1 + kF (s) = 0<br />

F (s) <br />

<br />

F (s) =<br />

s + 10<br />

(s + 2)(s + 3)


x = 0.5 <br />

<br />

<br />

<br />

1 + kF (s) = 0<br />

F (s) <br />

<br />

F (s) =<br />

s + 10<br />

(s + 2)(s + 3)


P 1 =<br />

<br />

s + 1<br />

s(s + 0.1)<br />

P 2 = s + 10<br />

s(s + 1)<br />

P 3 = s + 100<br />

s(s + 10)<br />

P 4 = s + 1000<br />

s(s + 100)


z s <br />

<br />

<br />

<br />

<br />

k <br />

<br />

<br />

<br />

<br />

<br />

<br />

1 + kF (s) = 0 k <br />

<br />

z s


F (jω) <br />

<br />

<br />

<br />

<br />

(−90 ◦ , 0) <br />

<br />

<br />

<br />

<br />

<br />

<br />

F (jω) =<br />

10 + jω<br />

jω(jω + 3)<br />

<br />

<br />

XdB = 20 log 10(X)


10 −3 , 10 3 <br />

<br />

<br />

z = e jω<br />

θ ∈ ]−π, π] θ ∈ [0, π] <br />

<br />

z = e 2πjωT<br />

ω <br />

Hz ω ∈ 10 −3 , 0.5 <br />

T = 1 <br />

θ = π ω = 0.5


F (jω) =<br />

20(10 + jω)<br />

(jω + 3)(jω + 5)<br />

<br />

<br />

<br />

rad/sec 4 <br />

4 × 2π ≈ 25rad/s <br />

10rad/s 10/2π ≈ 1.6Hz


F (jω) = 106 + jω<br />

10 5 + jω


F (jω) = 106 + jω<br />

10 5 + jω


F (jω) =<br />

1<br />

(jω + 3)<br />

ω = 3


s = 2<br />

T<br />

· z − 1<br />

z + 1<br />

T <br />

<br />

<br />

Sc T fp <br />

<br />

<br />

<br />

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u


sl u <br />

<br />

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<br />

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sl u <br />

<br />

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sl u <br />

<br />

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sl u <br />

<br />

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sl u <br />

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sl u <br />

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F (s) =<br />

1<br />

s 2 + s + 1<br />

<br />

F (s)


¡


• l <br />

• m <br />

• µ <br />

<br />

• ϑ <br />

• <br />

• τg <br />

<br />

<br />

µ ¨ ϑ = τg<br />

µ = ml 2<br />

τg = mgl sin(ϑ)<br />

ϑ<br />

l<br />

m<br />

mg


ϑ g <br />

¨ϑ + g<br />

sin(ϑ) = 0.<br />

l<br />

<br />

<br />

<br />

˙x = f(x, u)<br />

(5.1)<br />

y = g(x, u)<br />

<br />

u<br />

g<br />

f(x, u)<br />

x0<br />

˙x x<br />

g(x, u)<br />

<br />

˙ϑ<br />

− g<br />

l sin(ϑ)<br />

˙ϑ<br />

¨ϑ<br />

˙ϑ0<br />

<br />

<br />

y = ϑ u = g <br />

<br />

ϑ<br />

x = ˙ϑ<br />

<br />

⎧ <br />

⎨ ˙ϑ<br />

¨ϑ<br />

⎩<br />

y<br />

=<br />

=<br />

<br />

ϑ<br />

˙ϑ<br />

− g<br />

l sin(ϑ)<br />

<br />

ϑ0<br />

ϑ<br />

˙ϑ<br />

ϑ<br />

y<br />

y<br />

(5.2)<br />

<br />

x1 = ϑ x2 = ˙ ϑ <br />

<br />

<br />

˙x1 = x2


g<br />

f<br />

˙ϑ<br />

− g<br />

l sin(ϑ)<br />

˙ϑ<br />

¨ϑ<br />

ϑ0<br />

<br />

˙ϑ0<br />

<br />

<br />

<br />

<br />

<br />

m = 1 l = 1 <br />

g = ˆg = 9.81 2 .<br />

g<br />

− g<br />

l sin(ϑ)<br />

¨ϑ<br />

˙ϑ0<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

• <br />

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• <br />

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• <br />

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ϑ<br />

˙ϑ<br />

˙ϑ<br />

ϑ0<br />

<br />

ϑ<br />

ϑ<br />

y


• <br />

<br />

<br />

<br />

−(g/l) sin(ϑ) <br />

g ϑ <br />

g ϑ <br />

<br />

<br />

− g<br />

sin(ϑ) → −u1/l ∗ sin(u2),<br />

l<br />

l <br />

<br />

<br />

<br />

<br />

<br />

45 ◦ 45 ◦ <br />

<br />

45 ◦


• <br />

<br />

<br />

<br />

−(g/l) sin(ϑ) <br />

g ϑ <br />

g ϑ <br />

<br />

<br />

− g<br />

sin(ϑ) → −u1/l ∗ sin(u2),<br />

l<br />

l <br />

<br />

<br />

<br />

<br />

<br />

45 ◦ 45 ◦ <br />

<br />

45 ◦


˙ ϑ = 0 ◦ /s ϑ = π/4 <br />

<br />

<br />

= 0 <br />

<br />

<br />

<br />

<br />

<br />

• <br />

<br />

<br />

<br />


−1 <br />

+1


f(ˆx, û) = 0<br />

<br />

k ∈ Nk <br />

ˆx1 = ˆ ϑ = kπ ˆx2 =ˆ˙x2 = 0 û = ˆg<br />

<br />

δϑ = ϑ − ˆ ϑ δ ˙ ϑ = ˙ ϑ −ˆ˙ϑ = ˙ ϑ<br />

<br />

⎧ <br />

⎨ ˙ϑ<br />

¨ϑ<br />

⎩<br />

<br />

0<br />

=<br />

−<br />

1<br />

ˆg<br />

y<br />

l cos(ϑ)<br />

= δϑ<br />

<br />

δϑ<br />

0 ˙ϑ<br />

=<br />

˙ϑ<br />

<br />

ˆϑ = 0 ˆ˙ϑ = 0 ˆg = 9.81 2<br />

− ˆg<br />

l cos( ˆ ϑ)δϑ<br />

<br />

⎧ <br />

⎨ ˙ϑ ˙ϑ<br />

¨ϑ<br />

=<br />

−<br />

⎩<br />

ˆg<br />

l ϑ<br />

<br />

y = ϑ<br />

<br />

(5.3)<br />

<br />

<br />

g<br />

− ˆg<br />

l<br />

¨ϑ<br />

˙ϑ0<br />

<br />

<br />

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˙ϑ<br />

ϑ0<br />

<br />

ϑ<br />

(5.4


− g<br />

sin(ϑ) → −u1/l ∗ sin(u2)<br />

l<br />

<br />

− ˆg<br />

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l<br />

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5 ◦ <br />

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5 ◦


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A > B<br />

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A > B<br />

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