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Vortrag - des Instituts für Mathematik

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( )


( )


( )


≤ , , ≤ <br />

<br />

<br />

+ + = .


= + . <br />

<br />

<br />

+ + = <br />

− − = ,


− <br />

− <br />

= , = .<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

≥ <br />

≤ ≥ ≤ <br />

<br />

≤ <br />

<br />

≤ ≤ ≥


¤<br />

() = − .<br />

<br />

<br />

() = − . ¤


× <br />

¤ <br />

() <br />

() ¤


() <br />

() = ( − .) = − . <br />

¤ ¤ <br />

= − + . = ( − + .).<br />

<br />

<br />

() = ( − .)( − + .(( − .)) <br />

= −. + . − .


≤ () ≤ ,<br />

≤ − . ≤ <br />

<br />

≤ ≤ .


¤ ¤


130<br />

120<br />

110<br />

100<br />

90<br />

80<br />

g(p)<br />

70<br />

10 15 20 25 30 35 40


¤ <br />

<br />

<br />

<br />

<br />

′ () = − · . + . = <br />

= .<br />

= .,<br />

· .


¤ <br />

<br />

<br />

<br />

<br />

′ () = − · . + . = <br />

= .<br />

= .,<br />

· .


¤ <br />

<br />

<br />

<br />

<br />

′ () = − · . + . = <br />

= .<br />

= .,<br />

· .


( ) <br />

( ) <br />

( ) <br />

( )


( ( ), ( ), ( ), ( )) <br />

( )<br />

<br />

+ <br />

<br />

( + ) = . ( ). <br />

<br />

+ <br />

<br />

( + ) = . ( )<br />

( + ) = . ( ).


+ <br />

<br />

<br />

( ) <br />

<br />

( ) <br />

( ) <br />

( ) <br />

( ) <br />

( )<br />

<br />

<br />

<br />

<br />

<br />

( + ) = ( ) + ( ) + ( )


( + ) = ( ) + ( ) + ( )<br />

( + ) = . ( )<br />

( + ) = . ( )<br />

( + ) = . ( ),<br />

<br />

+


x 104<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.5<br />

0<br />

22 464<br />

4 320<br />

1 728<br />

1 2 3 4<br />

1 555


x 104<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.5<br />

0<br />

22 464<br />

4 320<br />

1 728<br />

1 2 3 4<br />

1 555


() <br />

∆ <br />

( + ∆) + ∆ <br />

∆ = ( + ∆) − ().<br />

<br />

<br />

∆ = α()∆<br />

∆<br />

= α(). <br />


∆ <br />

<br />

<br />

<br />

<br />

<br />

+ ∆<br />

<br />

∆ <br />

∆ <br />

∆ <br />

∆ →


∆<br />

<br />

∆→ ∆ = ˙ ().<br />

<br />

<br />

˙() = α() <br />

<br />

<br />

<br />

() = α(−)


( ) = <br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

= <br />

<br />

() = .


( ) = <br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

= <br />

<br />

() = .


α < <br />

α >


α < <br />

α >


α <br />

β δ <br />

<br />

α = β − δ,<br />

<br />

˙() = β() − δ(),


δ δ <br />

<br />

<br />

<br />

˙() = β() − δ ()<br />

˙() = λ()( − ()). <br />

<br />

<br />

λ = δ = β<br />

λ


˙() > () < <br />

˙() < () > <br />

˙() = () = <br />

<br />

() =



= <br />

( ) = <br />

<br />

() =<br />

+ ( <br />

. <br />

− )−λ (−)


20<br />

18<br />

16<br />

14<br />

12<br />

10<br />

8<br />

6<br />

4<br />

2<br />

P 0 > K<br />

P 0 = K<br />

P 0 < K<br />

0<br />

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1


x 107<br />

16<br />

14<br />

12<br />

10<br />

8<br />

6<br />

4<br />

2<br />

0<br />

1780 1800 1820 1840 1860 1880 1900 1920 1940 1960


α = . δ = . · − <br />

= . ·


α = . δ = . · − <br />

= . ·


˙() = λ() − λ ()<br />

λ() <br />

<br />

λ ()


= ().<br />

<br />

<br />

<br />

<br />

<br />

<br />

˙() = λ() − λ () − ().


˙ () ≡ <br />

λ() − λ () − () = ()(λ − − λ) = ,<br />

<br />

() ≡ <br />

∗ () ≡ − <br />

λ .<br />

<br />

∗ < ∗ > <br />

<br />

<br />

< λ .


() <br />

() < λ() = β().<br />

<br />

<br />

= ∗ <br />

<br />

<br />

( ) = ∗ = ( − <br />

). <br />

λ<br />

<br />

′ ( ) = <br />

∗ = <br />

λ =<br />

β.


∗ <br />

∗ <br />

<br />

( ∗ ) = ∗ ∗ = <br />

λ = <br />

β ,<br />

<br />

<br />

∗ ( ∗ ) = <br />

.<br />

<br />

<br />

= .


β = λ = . <br />

<br />

( ∗ ) = <br />

· . · . = <br />

<br />

<br />

<br />

∗ = <br />

= .


β = λ = . <br />

<br />

( ∗ ) = <br />

· . · . = <br />

<br />

<br />

<br />

∗ = <br />

= .


∈ /∈


= {, , , }.<br />

<br />

<br />

<br />

= {, , , } = {, , , } = {, , , , , , , , , }.


= { ∈ : ( )}.<br />

<br />

<br />

<br />

( ) < <br />

<br />

= { ∈ : < }<br />

, , , <br />

<br />

= .


∅ <br />

<br />

= {, , , , . . . } . . . <br />

= {, ±, ±, ±, . . . } . . . <br />

= { <br />

<br />

: , ∈ , = } . . . <br />

. . . <br />

= { + : , ∈ } . . .


⊂ <br />

<br />

<br />

<br />

P()<br />

P() = { : ⊂ }.


∩ = { ∈ : ∈ ∈ } . . . <br />

∪ = { ∈ : ∈ ∈ } . . . <br />

\ = { ∈ : ∈ /∈ } . . . <br />

∩ = ∅ <br />

<br />

<br />

= \ .


∩ = { ∈ : ∈ ∈ } . . . <br />

∪ = { ∈ : ∈ ∈ } . . . <br />

\ = { ∈ : ∈ /∈ } . . . <br />

∩ = ∅ <br />

<br />

<br />

= \ .


, . . . , <br />

( , . . . , ) ∈ ∈ <br />

<br />

× · · · × = {( , . . . , ): ∈ , . . . , ∈ }<br />

<br />

, . . . , <br />

= = , . . . , = × · · · × <br />

= = = <br />

<br />

<br />

(, ) = (, ) = , {, } = {, }<br />

(, ) = , {, } = {}


= { , . . . , } <br />

<br />

# = .<br />

<br />

<br />

#∅ = .


#<br />

# <br />

#( ∪ ) = # + # − #( ∩ )<br />

# × = # · #<br />

#P() = #


= { ∈ : ≤ ≤ }<br />

= { ∈ : < ≤ } <br />

× = {( , ): ≤ ≤ , < ≤ } <br />

<br />

5<br />

4<br />

3 B<br />

2<br />

1<br />

A x B<br />

A<br />

0<br />

0 0.5 1 1.5 2 2.5 3


, . . . , , . . . , <br />

<br />

· · . . . ·


= {, , }<br />

<br />

<br />

.


! = · ( − ) · . . . · · , ≥ <br />

! = <br />

!


!<br />

<br />

≤ <br />

· ( − ) · . . . · ( − + ) = !<br />

(−)!


− <br />

− ( − ) <br />

<br />

<br />

<br />

!


− <br />

− ( − ) <br />

<br />

<br />

<br />

!


! <br />

<br />

! ! ! <br />

<br />

<br />

<br />

! = ! ! ! <br />

= !<br />

!!!


= , . . . , <br />

<br />

<br />

<br />

!<br />

! ! . . . ! , + + · · · + = .


!<br />

· ( − ) · · · · · ( − + ) =<br />

( − )!<br />


· · =


− = = <br />

= − <br />

<br />

<br />

!<br />

( − )! !<br />


!<br />

!!<br />

<br />

= · · · · · <br />

· · · · · <br />

=


, ∈ <br />

<br />

<br />

<br />

=<br />

<br />

!<br />

(−)! !<br />

≤ <br />

>


, ∈ <br />

<br />

<br />

<br />

=<br />

<br />

!<br />

(−)! !<br />

≤ <br />

>


, ∈ <br />

<br />

<br />

<br />

=<br />

<br />

!<br />

(−)! !<br />

≤ <br />

>


=


{, , . . . , } <br />

<br />

{, , . . . , , + , . . . , + − } <br />


+ − <br />

<br />

+ − <br />

<br />

=<br />

<br />


= = <br />

<br />

= <br />

= +−


!<br />

(−)!<br />

<br />

<br />

−+


≥ ≤ <br />

<br />

<br />

<br />

= = <br />

<br />

<br />

<br />

=<br />

<br />

<br />

<br />

+<br />

<br />

−<br />

= <br />

<br />

<br />

+ , ≤ ≤ <br />


+ <br />

∗ <br />

<br />

\ { ∗ } ( − ) <br />

\ { ∗ } ∗


∈ ∈ <br />

(+) <br />

<br />

<br />

= <br />

<br />

<br />

<br />

+<br />

<br />

<br />

<br />

− +<br />

<br />

<br />

− +· · ·+<br />

<br />

− <br />

<br />

− +<br />

<br />

( + ) = + + <br />

( + ) = + + + .<br />

<br />

<br />

<br />

.


∈ ∈ <br />

(+) <br />

<br />

<br />

= <br />

<br />

<br />

<br />

+<br />

<br />

<br />

<br />

− +<br />

<br />

<br />

− +· · ·+<br />

<br />

− <br />

<br />

− +<br />

<br />

( + ) = + + <br />

( + ) = + + + .<br />

<br />

<br />

<br />

.


−2√2<br />

1/2√2<br />

−1 −1/2 0 1/2 1 2<br />

<br />

√2 2√2<br />

<br />

<br />

<br />

√<br />

<br />

/∈


= <br />

< = <br />

≤ = < <br />

> = <br />

≥ = >


⎧<br />

⎪⎨ + ≤ + ∈ <br />

≤ λ ≤ λ<br />

⎪⎩<br />

λ ≥ λ<br />

λ > <br />

λ < ,<br />

> <br />


[, ] = { ∈ : ≤ ≤ }<br />

(, ) = { ∈ : < < }<br />

(, ] = { ∈ : < ≤ }<br />

[, ) = { ∈ : ≤ < }<br />

[, ] <br />

(, )


≥ <br />

| | =<br />


| | = = <br />

|λ | = |λ| | | λ ∈ <br />

| + | ≤ | | + || ∈


−∞<br />

<br />

∞ <br />

<br />

−∞ < < ∞.<br />

±∞ <br />

<br />

<br />

<br />

<br />

(−∞, ) = { ∈ : < }<br />

<br />

<br />

(−∞, ] (, ∞) [, ∞)


| + | > −


+ ≥ ≥ −<br />

<br />

| + | = + .<br />

<br />

+ > − ,


≥ − <br />

<br />

− ≤ < .<br />

<br />

L = [−, ).<br />

+ < < − <br />

| + | = −( + ),


− − > − <br />

< <br />

.<br />

<br />

< − <br />

<br />

L = (−∞, −).<br />

<br />

L = L ∪ L = (−∞, ).


| − | <br />

<br />

<br />

| + | > <br />

= −<br />

L = (−∞, −) ∪ (, ∞)


ε > <br />

ε <br />

( − ε, + ε) = { ∈ : | − | < ε}


, ∈ <br />

<br />

<br />

+ + = <br />

= − <br />

±<br />

<br />

<br />

− ,<br />

<br />

<br />

<br />

− ≥ <br />

<br />

<br />

<br />

+ =


+ = −<br />

= .<br />

<br />

<br />

<br />

= (− <br />

+<br />

<br />

<br />

− )(−<br />

−<br />

<br />

<br />

− ) = ((−<br />

) <br />

−<br />

<br />

<br />

− <br />

<br />

)<br />

= <br />

<br />

− ( − ) =


= ± √ − + = <br />

= √ −(− √ −) = − √ − <br />

= −(−) = .


= − <br />

= { : = + , , ∈ }


= + <br />

= ℜ <br />

= ℑ <br />

| | = √ + <br />

¯ = − <br />

<br />

<br />

{ : ∈ }


(ℜ , ℑ ) <br />

<br />

<br />

2<br />

1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

−a+ib<br />

−a−ib<br />

Imaginäre Achse<br />

i<br />

1<br />

a+ib<br />

reelle Achse<br />

a−ib


= −


= + = α + β <br />

<br />

± = ( + ) ± (α + β) = ± α + ( ± β),<br />

· = ( + ) · (α + β) = α + α + β + β<br />

= α − β + (α + β).


= β = <br />

ℑ = <br />

<br />

ℑ = <br />

<br />

(, ) ∈


= + <br />

ℜ = <br />

<br />

<br />

( + ¯ ), ℑ = ( − ¯ )<br />

<br />

¯ = | | , <br />

<br />

= ¯<br />

| |


= <br />

<br />

¯<br />

=<br />

|| <br />

.


+<br />

− <br />

<br />

= + = − <br />

<br />

<br />

<br />

<br />

= ¯<br />

|| <br />

= + <br />

+ <br />

= <br />

( + ),<br />

<br />

<br />

<br />

<br />

= ( + )( + ) = ( − + ( + )) = (− + ).


+ = ¯ + ¯<br />

· = ¯ · ¯<br />

| | = |¯ |


| | = = <br />

|| = | | · ||<br />

| + | ≤ | | + ||


| | = = <br />

|| = | | · ||<br />

| + | ≤ | | + ||


= {( , . . . , ): ∈ , = , . . . , }<br />

= {( , . . . , ): ∈ , = , . . . , }<br />

<br />

= ( , . . . , )


=<br />

⎛<br />

⎜<br />

⎝<br />

<br />

<br />

<br />

⎞<br />

⎟<br />

⎠ ,


=<br />

⎛<br />

⎜<br />

⎝<br />

<br />

<br />

<br />

⎞<br />

⎟<br />

⎠ ,


= ( , . . . , ) ∈ = ( , . . . , ) ∈ <br />

<br />

+ = ( + , . . . , + ).<br />

= ( , . . . , ) ∈ λ ∈ <br />

λ <br />

λ = (λ , . . . , λ).


= ( , . . . , ) ∈ = ( , . . . , ) ∈ <br />

<br />

+ = ( + , . . . , + ).<br />

= ( , . . . , ) ∈ λ ∈ <br />

λ <br />

λ = (λ , . . . , λ).


∈ λ µ ∈ <br />

+ = + <br />

+ ( + ) = ( + ) + <br />

+ = <br />

λ( + ) = λ + λ<br />

(λ + µ) = λ + µ<br />

(λµ) = λ(µ )<br />

= , =


= (, . . . , ) ∈ <br />

<br />

= || + . . . ||


· <br />

<br />

<br />

<br />

λ ∈ <br />

≥ <br />

= = <br />

λ = |λ| <br />

+ ≤ +


− <br />

<br />

<br />

<br />

ε > <br />

( , ε) = { ∈ : − < ε}<br />

ε = = <br />

( , ε) <br />

ε


− <br />

<br />

<br />

<br />

ε > <br />

( , ε) = { ∈ : − < ε}<br />

ε = = <br />

( , ε) <br />

ε


= ∅<br />

<br />

∈ ∈ <br />

: → = ( )<br />

<br />

<br />

<br />

() = { ∈ : = ( ) ∈ } <br />

<br />

<br />

<br />

( ) <br />

= { , ( ) ∈ × : ∈ }


= <br />

<br />

<br />

<br />

<br />

<br />

<br />

⊂ ⊂ <br />


f(x)<br />

<br />

x


f(x 0 )<br />

f(x)<br />

x 0<br />

(x 0 ,f(x 0 ))<br />

<br />

<br />

<br />

<br />

x


2<br />

1.5<br />

1<br />

0.5<br />

0<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

−1<br />

−0.5<br />

: → <br />

0<br />

0.5<br />

1


10<br />

9<br />

8<br />

7<br />

6<br />

5<br />

4<br />

3<br />

2<br />

1<br />

0<br />

0 5 10 15 20 25 30


→ <br />

:<br />

↦→ ( ).<br />

<br />

= ( ) ∈ <br />

<br />

( ) = ( ) ∈


∈ <br />

∈ = ( ) ∈ <br />

˜ = <br />

<br />

∈ <br />

∈ ˜ ∈ <br />

( ) <br />

( )


↦→ − + <br />

→ ( ) = ( − ) <br />

∈ <br />

<br />

: ↦→ = −<br />

+<br />

= − <br />

= \ {−}


:<br />

→ <br />

↦→ .<br />

= ∅ <br />

<br />

→ <br />

:<br />

↦→ .<br />

<br />

| · |:<br />

→ <br />

↦→ | |.


:<br />

→ <br />

↦→ ()<br />

()


c<br />

f(x)<br />

<br />

x<br />

id<br />

<br />

x


|x|<br />

<br />

x


: → <br />

∈ <br />

∈ = ( ) <br />

, ˜ ∈ <br />

= ˜ ( ) = (˜ )


∈ <br />

<br />

<br />

( ) = (˜ ) = ˜ <br />

∈ <br />

<br />

<br />

| − | = ||<br />

<br />

( ) = <br />

<br />

<br />

∈ <br />


↦→ <br />

+<br />

<br />

<br />

<br />

<br />

\ {−}<br />

<br />

<br />

( ) = (), <br />

<br />

<br />

+ <br />

= <br />

+ <br />

+ = + , = .


= <br />

<br />

+


, ⊂


⊂ : → <br />

<br />

<br />

∈ < ( ) ≤ ()<br />

( ) < () <br />

<br />

∈ < ( ) ≥ () ( ) > ()




, : → ⊂ λ ∈ <br />

λ + <br />

: → <br />

<br />

(λ )( ) = λ ( )<br />

( + )( ) = ( ) + ( )<br />

()( ) = ( )( )<br />

( )<br />

( ) = ( )<br />

( ) =


, : → ⊂ λ ∈ <br />

λ + <br />

: → <br />

<br />

(λ )( ) = λ ( )<br />

( + )( ) = ( ) + ( )<br />

()( ) = ( )( )<br />

( )<br />

( ) = ( )<br />

( ) =


: → : → ⊃ <br />

<br />

<br />

→ <br />

◦ =<br />

↦→ ( ())


x<br />

A<br />

f g<br />

C<br />

f(x)<br />

g ◦ f<br />

B<br />

g(f(x)) =<br />

(g ◦ f)(x)<br />

<br />

D


⊃ <br />

( ) ∈ ◦ <br />

<br />

◦ = ◦ <br />

◦ ◦ <br />

() = − <br />

() = + ∈ <br />

( ◦ )() = (()) = () − = ( + ) − = + − <br />

( ◦ )() = (()) = () + = − + = − .


= ◦ <br />

→ ( ) = <br />

+<br />

<br />

<br />

+ <br />

( ) = + ( ) = () = \ {}<br />

<br />

() = [, ∞) = ◦


↦→ <br />

+ <br />

\ {−} → <br />

\ {−}


∈ <br />

= ( ) ∈ <br />

∈ <br />

= <br />

+ .


+ = <br />

= − <br />

∗ = <br />

<br />

− .<br />

∗ <br />

= <br />

− = − <br />

<br />

= ( )<br />

= <br />

\ {−} → \ {}


( ) = <br />

= <br />

: \ {} → \ {−} ↦→ <br />

<br />

<br />

( ◦ )() =<br />

<br />

() + =<br />

<br />

− <br />

( <br />

− ) + = , ◦ = ,<br />

( ◦ )( ) = <br />

− = ( + ) − = , ◦ = .<br />

( )


= ∅ : → <br />

= − () <br />

= ( ) <br />

− : →


: → <br />

<br />

◦ − = − ◦ = <br />

, ⊂


( ) = + ∈ [, ]


≤ < ≤ < <br />

≤ + < + [, ] <br />

−<br />

([, ]) = [, ] <br />

− <br />

( − ()) = = − () <br />

<br />

<br />

( ) = , + =


= − () = ± − .<br />

− () ∈ [, ] <br />

<br />

− () = − , ∈ [, ].


: → <br />

( ) = {( , ): ∈ , = ( )}<br />

( − ) = {(, ): ∈ , = − ()}<br />

= {(, ): ∈ , = ( )}<br />

= {(, ): ∈ , = ( )}<br />

− <br />

<br />

=


f(x)<br />

(f(x),x)<br />

f −1 (x)<br />

(x,f(x))<br />

f(x)<br />

<br />

x


f(x)<br />

(f(x),x)<br />

f −1 (x)<br />

(x,f(x))<br />

f(x)<br />

<br />

x


f(x)<br />

L<br />

f(x)<br />

f(x)<br />

x<br />

c<br />

<br />

x<br />

x<br />

f(x)<br />

L<br />

f(x)<br />

f(x)<br />

x<br />

<br />

c x


( ) <br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

− <br />

<br />

+


∈ <br />

<br />

( ) = ( ) = ( )<br />

<br />

( ) = √ \ {} (, ∞) [, ∞) <br />

=


L −<br />

L +<br />

f(x)<br />

c<br />

<br />

x<br />

f(x)<br />

<br />

x


⊂ <br />

: → ∈ <br />

<br />

ε (, ε) <br />

δ ( , δ) <br />

( ( , δ) \ { }) ∩ ⊂ (, ε).<br />

<br />

= ( )<br />


ε > <br />

δ > <br />

<br />

| ( ) − | < ε ∈ < | − | < δ<br />

<br />

<br />

→( − ) = −


ε > <br />

δ > <br />

| ( )−| = |(− )−(−)| < ε < | −| < δ <br />

|( − ) − (−)| | − |<br />

<br />

|( − ) − (−)| = | − | = | − |.


| − | < δ <br />

|( − ) − (−)| = | − | < δ.<br />

|( − ) − (−)| < ε | − | < δ <br />

<br />

δ ≤ ε,<br />

δ ≤ ε δ <br />

<br />

δ


δ | − | < ε ∈ <br />

<br />

|( − ) − (−)| = | − | < ε<br />

= ε


∈ : → <br />

→ ( ) = → ( ) = <br />

± λ λ ∈ <br />

<br />

→( ± )( ) = ± <br />

→(λ )( ) = λ <br />

→()( ) = <br />

= <br />

<br />

(<br />

→<br />

<br />

)( ) =<br />

<br />

∈ : ( ) ≤ ( ) ≤


= = <br />

→<br />

→<br />

<br />

<br />

: → ( ) = + + · · · + <br />

( ) = (). →


= <br />

<br />

( )<br />

( ) = <br />

→<br />

→ ( ) = () () , () = .<br />

<br />

<br />

(<br />

→−<br />

+ − ) = (−) + (−) − = ,<br />

<br />

→<br />

− <br />

+ <br />

− <br />

=<br />

<br />

=<br />

+ .


∈ : → <br />

→ ( ) = → ( ) = = <br />

→( <br />

)( )


→( <br />

)( ) → ( ) = <br />

→ ( ) =


→<br />

→−<br />

− −<br />

− <br />

+<br />

( + +)


= <br />

<br />

<br />

= <br />

<br />

− − = ( + )( − ),<br />

− − <br />

− <br />

<br />

<br />

→<br />

− − <br />

− <br />

= + <br />

= (<br />

+ ) = .<br />


= − <br />

+ + + <br />

<br />

<br />

→−<br />

+ + = ( + )( + ),<br />

+ <br />

( + + ) <br />

= <br />

→−<br />

<br />

( + ) ( + ) .


( − δ, ] [, + δ) <br />

− +<br />

<br />

<br />

( ±<br />

<br />

( −<br />

<br />

) = <br />

→ ±<br />

<br />

) = <br />

→,<br />

<<br />

<br />

( ), <br />

( ), ( +<br />

<br />

) = <br />

→,<br />

><br />

( )<br />

+ − <br />

<br />

− ( ) = → − + ( ) = → <br />

+ <br />

<br />

= ∞ = −∞ (∞, δ) = (δ, ∞)


(−∞, δ) = (−∞, δ) <br />

= ±∞


→ ( ) = <br />

→, < ( ) = →, > ( ) =


→ ( ) = <br />

→, < ( ) = →, > ( ) =


→ ( ) = <br />

→, < ( ) = →, > ( ) =


( ) =<br />

= <br />

+ ≤ ,<br />

− >


≤ ( ) = + <br />

→, < ( ) = ≥ ( ) = − <br />

→, > ( ) = <br />

=


⎧<br />

⎪⎨ + <br />

( ) =<br />

⎪⎩<br />

≤ ,<br />

<br />

− <br />

= <br />

= , <br />

> <br />

<br />

<br />

( ) = ( + <br />

→, <<br />

→, <<br />

) = <br />

( ) = ( − ) = .<br />

→, ><br />

→, >


= <br />

( ) = .<br />

→<br />

() =


= <br />

( ) = .<br />

→<br />

() =


f(x)<br />

<br />

c<br />

x


f(x)<br />

c x


∞ <br />

−∞ ¡¡<br />

±∞ <br />

<br />

<br />

→<br />

+ ( ) = ∞ <br />

→<br />

− ( ) = −∞.


(ξ, ∞) ∞ (−∞, ξ) <br />

−∞ ε ξ <br />

ξ <br />

<br />

<br />

( ) = ∞<br />

→<br />

ξ (∞, ξ) ∞ <br />

δ (, δ) <br />

(, δ) \ {} ⊂ (∞, ξ),


ξ <br />

δ > <br />

<br />

( ) > ξ < | − | < δ


±∞ <br />

∞ ∞ ∞<br />

· ∞ ∞ > · ∞ −∞ < <br />

<br />

= ∈ <br />

∞<br />

∞ · ∞∞<br />

−∞ < < ∞ ∈ <br />

· ∞ ∞ − ∞ ∞ <br />


→ ( ) → ( ) = <br />

( )<br />

( ) > = ( )<br />

( )<br />

→ = ∞ < <br />

( ) ( )<br />

( )<br />

= → = −∞<br />

( )<br />

<br />

<br />

<br />

→ ( ) = → ( ) = ∞ <br />

( )<br />

→ = <br />

( )


→<br />

<br />

−<br />

− <br />

+<br />

→∞ − →( − ) = − →( − ) = <br />

→ ( ) <br />

− > > − < < <br />

<br />

<br />

<br />

→ +<br />

− <br />

= −∞, <br />

− →− − <br />

= ∞.<br />


∞<br />

∞ <br />

<br />

+ <br />

− <br />

<br />

+ <br />

=<br />

− ,<br />

<br />

→∞ <br />

= <br />

<br />

→∞( + <br />

) = →∞( − <br />

) = <br />

<br />

<br />

+ <br />

<br />

→<br />

)<br />

− = →∞( + <br />

→∞( − = .<br />

)


: → ∈ <br />

<br />

<br />

→ ( ) = ()<br />

<br />


: → <br />

ε ( ( ) − ε, ( ) + ε) ( ) δ<br />

( − δ, + δ) <br />

<br />

(( − δ, + δ)) ⊂ ( ( ) − ε, ( ) + ε)


f(x 0 )+ε<br />

f(x 0 )<br />

f(x 0 )−ε<br />

f(x)<br />

x 0 −δ<br />

<br />

x 0 x 0 +δ<br />

x


ε<br />

<br />

δ


: → <br />

ε ( ( ) − ε, ( ) + ε) ( ) δ<br />

( − δ, + δ) <br />

<br />

(( − δ, + δ)) ⊂ ( ( ) − ε, ( ) + ε)


= → <br />

<br />

→ ( ) = ( ) <br />

( ) = ( ).<br />

→<br />


: → <br />

λ ∈ <br />

± λ ( ) =


: → <br />

: → ⊃ ( ) <br />

( ) <br />


→ ( ) = ( +<br />

+ ) <br />

<br />

+ > <br />

<br />

<br />

→ + <br />

→ + + = ∈ <br />

: → +<br />

+ <br />

: → → = ◦


− <br />

( ) − ( ) <br />

<br />

[, ∞) → [, ∞)<br />

:<br />

→ √ <br />

<br />

<br />

[, ∞) → [, ∞)<br />

:<br />

<br />


= → ( ) <br />

( ) =


: → ( )


[α, β] λ (α) (β)<br />

ξ α ≤ ξ ≤ β (ξ) = λ<br />

<br />

αβ < λ = <br />

<br />

<br />

[, ] <br />

(, )


[, ] <br />

() < () > <br />

<br />

<br />

(, ) <br />

<br />

+<br />

+<br />

( ) <br />

<br />

<br />

( +<br />

) =


[, ] () () < <br />

[ , ] ( ) ( ) ≤ <br />

= ( + )/ ( )<br />

[+, +] = [ , ] [ , <br />

(+) (+) ≤ <br />

<br />

<br />

<br />

(+ − +)


ξ <br />

<br />

<br />

− <br />

| − ξ| ≤ ,


: → <br />

∈ <br />

( ) ≤ ( ) ( ) ≥ ( ) <br />

∈ <br />

∈ <br />

δ > ( ) ≤ ( )<br />

( ) ≥ ( ) ∈ ( − δ, + δ) ∩


3<br />

2<br />

1<br />

0<br />

−1<br />

−2<br />

−3<br />

lokales<br />

Minimum<br />

globales<br />

Maximum<br />

globales Minimum<br />

−4<br />

−0.5 0 0.5 1<br />

<br />

lokales<br />

Maximum


3<br />

2<br />

1<br />

0<br />

−1<br />

−2<br />

−3<br />

lokales<br />

Minimum<br />

globales<br />

Maximum<br />

globales Minimum<br />

−4<br />

−0.5 0 0.5 1<br />

<br />

lokales<br />

Maximum


[, ]


: → <br />

() <br />

() ⊂ : →


() ⊂ ∈ <br />

ε > (ε) <br />

≥ (ε) ε <br />

<br />

= <br />

→∞ .<br />

() () <br />

() →∞ =


ε ε > <br />

<br />

<br />

( − ε, + ε)


() <br />

ε <br />

ε <br />

() = (( <br />

<br />

, <br />

)) = ( , ) <br />

<br />

ε > <br />

|| − || = | <br />

− | + | <br />

− | / < ε.<br />

<br />

| <br />

− | < ε, | <br />

− | < ε


() = (( <br />

<br />

, . . . , )) <br />

<br />

= ( , . . . , ) <br />

( <br />

) ⊂ () <br />

= , . . . ,


() ⊂ > <br />

|| ≤ ∈ <br />

() ⊂ <br />

≤ + ≥ + ∈


() ⊂ > <br />

|| ≤ ∈ <br />

() ⊂ <br />

≤ + ≥ + ∈


() ⊂ () ⊂ <br />

( )


→∞ <br />

α = α > <br />

( ) ∈ <br />

|| < = <br />

<br />

→∞ =<br />

α > <br />

→∞ = <br />

⇔ || < <br />

⇔ = .<br />

<br />

→∞ α = .<br />

→∞( + <br />

) = = . . . .


() () ≤ <br />

∈ →∞ ≤ →∞ <br />

() () <br />

→∞ = →∞ <br />

() <br />

≤ ≤ ,<br />

() <br />

→∞ = →∞


() () λ ∈ <br />

(λ) ( ) ( ± )<br />

<br />

→∞ λ = λ →∞ <br />

→∞ = →∞ →∞ <br />

→∞ ± = →∞ ± →∞ <br />

→∞ = <br />

( <br />

) <br />

<br />

<br />

<br />

→∞ <br />

= →∞ <br />

.<br />

→∞


= = (−) ∈


= + +<br />

+ +<br />

<br />

<br />

<br />

<br />

<br />

= ( + <br />

+ <br />

)<br />

( + <br />

+ <br />

)<br />

= ( + <br />

+ <br />

)<br />

( + <br />

+ <br />

)<br />

= <br />

<br />

<br />

<br />

.


→∞ = + <br />

→∞<br />

<br />

<br />

<br />

<br />

→∞ = + <br />

→∞<br />

+ <br />

→∞<br />

<br />

<br />

<br />

<br />

+ <br />

→∞<br />

= + + = .<br />

→∞ = <br />

( <br />

) <br />

<br />

<br />

→∞ <br />

<br />

= <br />

→∞ <br />

= →∞ <br />

→∞ <br />

<br />

<br />

= .<br />

= <br />

.


→∞ −<br />

− − = <br />

<br />

<br />

<br />

= − <br />

− −<br />

= − <br />

<br />

− <br />

<br />

= <br />

( − (<br />

) )<br />

<br />

<br />

→∞ = <br />

<br />

→∞ (−(<br />

) ) = <br />

<br />

(− <br />

→∞ (<br />

) ) = <br />

<br />

(−) = <br />

.


() = () <br />

±∞<br />

<br />

() ⊂ <br />

∞ −∞ ξ ∈ (ξ)<br />

<br />

≥ ξ ( ≤ ξ)<br />

≥ (ξ) ±∞ <br />

() <br />

→∞ = ∞ →∞ = −∞


(), () ⊂ →∞ = ∈ <br />

→∞ = ∞ →∞ <br />

→∞ = <br />

→∞ <br />

<br />

= ∞<br />

<br />

→∞ = <br />

→∞ <br />

<br />

= −∞<br />

<br />

<br />

= <br />

> ∈ <br />

< ∈


() = ( − + <br />

− <br />

− √ + ), () = ( √ )<br />

− +


∞<br />

<br />

∞<br />

<br />

<br />

√ <br />

<br />

= −<br />

− <br />

<br />

<br />

√<br />

+ <br />

<br />

− <br />

<br />

, =<br />

<br />

√ −<br />

<br />

√<br />

√<br />

<br />

− √ + <br />


√ −<br />

<br />

<br />

<br />

= <br />

√ ( −<br />

<br />

√ ) > , <br />

<br />

<br />

→∞ = −∞<br />

<br />

√ <br />

<br />

→∞ = .


∈ ∈ <br />

= <br />

= <br />

<br />

· <br />

<br />

· · · · <br />

<br />

,<br />

<br />

= .


= + <br />

( ) = <br />

() = <br />

< < < < <br />

< < > < < <br />

> > >


→ <br />

∈ <br />

<br />

( ) =


: → <br />

<br />

( ) = (− ) <br />

∈ <br />

( ) = −(− ) <br />

∈ <br />

<br />

→∞ ( ) = ∞ ∈ <br />

→−∞ ( ) =<br />

∞ ,<br />

−∞ .


8<br />

7<br />

6<br />

5<br />

4<br />

3<br />

2<br />

1<br />

x 4<br />

x 2<br />

0<br />

−2 −1 0 1 2<br />

<br />

4<br />

3<br />

2<br />

1<br />

0<br />

−1<br />

−2<br />

−3<br />

x 4<br />

−4<br />

−2 −1 0 1 2<br />

<br />

x 5


[, ∞)


: [, ∞) → [, ∞)<br />

: → <br />

<br />

√ = ⇔ = <br />

√ ≡ /


→∞ ( ) = ∞<br />

<br />

< < > <br />

> <br />

<br />

> > <br />


1.4<br />

1.2<br />

1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2<br />

<br />

√x<br />

x 1/4


∈ [, ∞) ∈ √ <br />

( √ ) <br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

= , = <br />

<br />

> .


∈ \ {} ∈ − = <br />

<br />

<br />

<br />

−<br />

> ∈ =


→ <br />

<br />

<br />

<br />

→∞<br />

<br />

→<br />

<br />

→ −<br />

<br />

→ +<br />

<br />

= <br />

→−∞<br />

<br />

<br />

= ,<br />

<br />

= ∞, ,<br />

<br />

<br />

= −∞, ,<br />

<br />

<br />

= ∞, ,


100<br />

90<br />

80<br />

70<br />

60<br />

50<br />

40<br />

30<br />

20<br />

10<br />

0<br />

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1<br />

1/x n<br />

n gerade<br />

−<br />

10<br />

8<br />

6<br />

4<br />

2<br />

0<br />

−2<br />

−4<br />

−6<br />

−8<br />

−10<br />

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1<br />

1/x n<br />

n ungerade<br />

−+


∈ () ⊂ <br />

<br />

→∞ = .


∈ > <br />

<br />

<br />

<br />

→∞<br />

()


∈ (, ∞) ∈ () ⊂ <br />

→∞ = <br />

:= <br />

→∞


∈ <br />

+ = <br />

() = <br />

( ) = = ( ) <br />

= − = <br />

<br />

( <br />

) = − <br />

> < < < <br />

> < < <br />

∈ (, ) <


∈ = <br />

<br />

(, ∞) → <br />

<br />

<br />

=<br />

↦→ <br />

(, ∞) (, ∞)<br />

> <br />


3<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.5<br />

a = 0<br />

a < 1<br />

a 1<br />

0<br />

0 0.5 1 1.5 2


∆()<br />

= λ()<br />

∆<br />

− ∆()<br />

∆<br />

= λ()<br />

() <br />

∆()<br />

= λ()<br />

∆<br />

()


∆ <br />

<br />

∆()<br />

= λ().<br />


() <br />

= () = <br />

<br />

( + ) = ().


∆ = <br />

( + ) − () = λ(),<br />

<br />

( + ) = ()<br />

= λ + <br />

( + ) = ( + ) = ( + ) = () ! = ()<br />

<br />

= , = √ .


() = ,<br />

() = () = ,<br />

() = () = , <br />

<br />

() = = <br />

.


( + ∆) − () ≈ λ()∆.<br />

∆<br />

<br />

<br />

<br />

= <br />

() = () >


() [, ] <br />

∆ = <br />

= <br />

<br />

= , . . . , <br />

() ≈ (−) + λ∆(−)<br />

= ( + λ <br />

)(−)<br />

≈ ( + λ <br />

)((−) + λ∆(−))<br />

= ( + λ <br />

)(−) = · · ·<br />

≈ ( + λ <br />

) ().


[, ] ()<br />

<br />

() = <br />

→∞ ( + λ <br />

) <br />

<br />

<br />

<br />

( +<br />

→∞ ) = , ∈ ,<br />

= , ... <br />

<br />

() = λ .


=<br />

→ <br />

↦→ →∞( + <br />

) .<br />

( )


( )


= <br />

:=<br />

<br />

<br />

→ <br />

↦→ <br />

(, ∞)<br />

> <br />

< <br />

∈ ( ) > () = <br />

→∞ ( ) = ∞ →−∞ ( ) = <br />

>


= = <br />

<br />

8<br />

7<br />

6<br />

5<br />

4<br />

3<br />

2<br />

1<br />

a = 1/2<br />

a = 2<br />

0<br />

−4 −3 −2 −1 0 1 2 3 4


λ λ <br />

<br />

<br />

→∞<br />

<br />

= , > <br />

λ λ λ <br />

<br />

<br />

→∞ λ = , >


(, ∞) <br />

<br />

<br />

<br />

: → (, ∞) > = <br />

<br />

: (, ∞) → <br />

= () ⇔ = ( ) = <br />

()


= <br />

= <br />

= <br />

() ()


3<br />

2<br />

1<br />

0<br />

−1<br />

−2<br />

−3<br />

−4<br />

a = 2<br />

a = e<br />

a = 10<br />

0.5 1 1.5 2 2.5 3 3.5 4 4.5 5


= <br />

∈ (, ∞) = <br />

∈ = <br />

<br />

<br />

> <br />

= <br />

() = + <br />

= <br />

<br />

= − ∈ <br />

= > =


= = =


<br />

→∞ = ∞, <br />

→ + = −∞.<br />

> <br />

α > <br />

<br />

→∞<br />

<br />

α <br />

= , <br />

→ + α = .


= = <br />

= , > = <br />

= = <br />

= ( <br />

<br />

) = − <br />

√ <br />

/ = = −<br />

√<br />

<br />

=


= <br />

<br />

<br />

= ( ) = .<br />

<br />

= = <br />

= .


= ,<br />

= , <br />

<br />

= −,<br />

<br />

= , − = −.


= ,<br />

= , <br />

<br />

= −,<br />

<br />

= , − = −.


() = −λ , > .<br />

( + ) = <br />

() <br />

<br />

<br />

<br />

−λ(+) = <br />

−λ ,<br />

−λ =


−λ = <br />

= − ,<br />

<br />

λ = <br />

.


= ,<br />

=


= + , , <br />

= + , .


= + , , <br />

= + , .


= λ = λ<br />

λ


. . −. .<br />

. . −. .<br />

. . .<br />

. . . .<br />

. . . .<br />

. . . .


log y<br />

5<br />

4.5<br />

4<br />

3.5<br />

3<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.2 0.4 0.6 0.8 1 1.2<br />

x<br />

1.4 1.6 1.8 2 2.2


5<br />

4.5<br />

4<br />

3.5<br />

3<br />

2.5<br />

2<br />

1.5<br />

1<br />

−2 −1.5 −1 −0.5<br />

log x<br />

0 0.5 1


= λ <br />

λ <br />

<br />

<br />

<br />

<br />

<br />

<br />

= + λ


λ <br />

λ <br />

<br />

<br />

<br />

<br />

<br />

= (., .) = (., .)<br />

λ = − <br />

− <br />

= . − .<br />

. − .<br />

<br />

= − = −..<br />

.


= . − (−.). = .<br />

= . = ..<br />

<br />

<br />

= . −.


5<br />

4.5<br />

4<br />

3.5<br />

3<br />

2.5<br />

2<br />

1.5<br />

P 1<br />

∆ y = −3<br />

∆ x = 1.7<br />

1<br />

0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2 2.2<br />

<br />

P 2


log y<br />

3.8<br />

3.6<br />

3.4<br />

3.2<br />

3<br />

2.8<br />

2.6<br />

2.4<br />

2.2<br />

2<br />

P 1<br />

∆ x = 2<br />

∆ y = 1.4<br />

1.8<br />

−2.5 −2 −1.5 −1<br />

log x<br />

−0.5 0 0.5<br />

<br />

<br />

<br />

P 2


= + λ <br />

λ<br />

<br />

<br />

= (, .) = (−, .).<br />

λ = − <br />

− <br />

= . − .<br />

= .<br />

− (−)


= . = .<br />

<br />

<br />

= .


log y<br />

3.8<br />

3.6<br />

3.4<br />

3.2<br />

3<br />

2.8<br />

2.6<br />

2.4<br />

2.2<br />

2<br />

1.8<br />

0 0.2 0.4 0.6 0.8 1 1.2 1.4<br />

x


log y<br />

3.8<br />

3.6<br />

3.4<br />

3.2<br />

3<br />

2.8<br />

2.6<br />

2.4<br />

2.2<br />

2<br />

1.8<br />

−2.5 −2 −1.5 −1<br />

log x<br />

−0.5 0 0.5


: → > <br />

∈ <br />

( + ) = ()


◦ ′ ”


π <br />

<br />

π ◦ <br />

π = ◦<br />

= ◦<br />

π<br />

◦ = π


π<br />

<br />

π<br />

<br />

π<br />

<br />

<br />

α <br />

(α) <br />

(, ) <br />

α > α < |α| <br />

π<br />

(, ) <br />

(α) ( α, α)<br />

<br />

<br />

, : → [−, ],<br />

<br />

π<br />

<br />

π<br />

<br />

π<br />

π<br />

<br />

π


1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

−0.2<br />

−0.4<br />

−0.6<br />

−0.8<br />

−1<br />

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1<br />

α<br />

cos α<br />

<br />

sinα<br />

P(α)


3<br />

2<br />

1<br />

0<br />

−1<br />

−2<br />

−3<br />

−3 −2 −1 0 1 2 3 4 5 6<br />

sin<br />

cos


1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

−0.2<br />

−0.4<br />

−0.6<br />

−0.8<br />

−1<br />

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1<br />

α<br />

−α<br />

P(α)<br />

<br />

sin(α)<br />

cos(α)<br />

sin(−α)<br />

P(−α)<br />

cos(−α)


1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

−0.2<br />

−0.4<br />

−0.6<br />

−0.8<br />

−1<br />

P(π−α)<br />

sin(π−α)<br />

cos(π−α)<br />

π−α<br />

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1<br />

α<br />

cos(α)<br />

P(α)<br />

<br />

sin(α)


π<br />

= π ∈ <br />

= ( + ) π<br />

α <br />

α + α = <br />

| α| ≤ | α| ≤ <br />

α = (−α) α = − (−α)<br />

α = − (π − α) α = (π − α)<br />

α = − (π + α) α = − (π + α)<br />

α = ( π<br />

π<br />

+ α) α = − ( + α)<br />

<br />

<br />


1<br />

0.8<br />

P(π/2+α)<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

−0.2<br />

−0.4<br />

−0.6<br />

−0.8<br />

−1<br />

sin(π/2+α)<br />

cos(π/2+α)<br />

π/2+α<br />

−1 −0.8 −0.6 −0.4 −0.2 0 0.2 0.4 0.6 0.8 1<br />

α<br />

cos(α)<br />

P(α)<br />

sin(α)<br />

<br />

8<br />

6<br />

4<br />

2<br />

0<br />

−2<br />

−4<br />

−6<br />

−8<br />

−4 −3 −2 −1 0 1 2 3 4<br />

tan<br />

cot


α β ∈ <br />

(α ± β) = α β ± α β<br />

(α ± β) = α β ∓ α β.


:<br />

:<br />

<br />

π<br />

\ { + π, ∈ } → <br />

α ↦→<br />

<br />

α<br />

α<br />

\ { + π, ∈ } → <br />

α ↦→<br />

α = <br />

α <br />

α<br />

α


π<br />

<br />

<br />

π <br />

(α + π)<br />

(α + π) =<br />

(α + π)<br />

− α<br />

= = α.<br />

− α


(− π π<br />

, ) <br />

<br />

(, π) <br />

π <br />

π


α <br />

<br />

(α) <br />

(α) <br />

: = : α, α = <br />

,<br />

: = : α, α = <br />

.


α = <br />

<br />

, α = <br />

.


0.8<br />

0.7<br />

0.6<br />

0.5<br />

0.4<br />

0.3<br />

0.2<br />

0.1<br />

0<br />

−0.1<br />

−0.2<br />

α<br />

c<br />

sin α<br />

P(α)<br />

cos α<br />

A Q<br />

b<br />

C<br />

0 0.2 0.4 0.6 0.8 1 1.2 1.4<br />

<br />

a<br />

B


[−<br />

<br />

π π<br />

, ] → [−, ]<br />

<br />

[, π] → [−, ]<br />

(− π π<br />

<br />

, ) → <br />

<br />

(, π) →


[−, ] → [− π<br />

<br />

, π<br />

]<br />

= ⇔ = <br />

[−, ] → [, π]<br />

= ⇔ = <br />

→ (− π<br />

<br />

, π<br />

)<br />

= ⇔ = <br />

→ (, π)<br />

= ⇔ =


1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

−1.5<br />

arcsin<br />

−1.5 −1 −0.5 0 0.5 1 1.5<br />

<br />

sin<br />

3<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

arccos<br />

−1<br />

−1.5 −1 −0.5 0 0.5 1 1.5 2 2.5 3 3.5<br />

<br />

cos


6<br />

4<br />

2<br />

0<br />

−2<br />

−4<br />

arctan<br />

−6<br />

−6 −4 −2 0 2 4 6<br />

tan<br />

<br />

6<br />

4<br />

2<br />

0<br />

−2<br />

−4<br />

arccot<br />

−6<br />

−6 −4 −2 0 2 4 6<br />

cot


π = ◦ =


ϕ <br />

<br />

<br />

π<br />

ϕ ∈ [, π] <br />

(, ϕ) ( , )


= ϕ,<br />

= ϕ.<br />

<br />

<br />

= + ,<br />

⎧<br />

⎪⎨<br />

ϕ =<br />

⎪⎩<br />

<br />

<br />

π<br />

<br />

= , > ,<br />

, = , > ,<br />

<br />

<br />

π<br />

<br />

+ π < , = ,<br />

, = , < ,<br />

<br />

<br />

+ π, > , < .


1<br />

0.8<br />

0.6<br />

0.4<br />

0.2<br />

0<br />

r = (x 2 + y 2 ) 1/2<br />

φ<br />

x = r cos φ<br />

y = r sin φ<br />

(x,y)<br />

−0.2<br />

−0.2 0 0.2 0.4 0.6 0.8 1 1.2


() = + (ω + φ)<br />

ω <br />

<br />

<br />

ω π<br />

ν =<br />

<br />

<br />

<br />

φ<br />

<br />

<br />

<br />

= π<br />

ω


φ φ<br />

<br />

ω<br />

ω


= . = <br />

<br />

<br />

≈ ..<br />

<br />

ν = <br />

<br />

π<br />

≈ ., ω = ≈ .


() = + (ω( − )),<br />

<br />

=


c<br />

3<br />

2.5<br />

2<br />

1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

φ/ω T<br />

A<br />

−1<br />

−4 −3 −2 −1 0 1 2 3 4


φ = −ω <br />

<br />

= −. <br />

<br />

φ ≈ −(−.) = ..<br />

= . <br />

<br />

<br />

<br />

φ = −ω ≈ − · . = −..


π <br />

. − (−.) ≈ π <br />

<br />

<br />

() = . + ( + .),<br />

() = . + ( − .).


(ω + φ) = (ω) + (ω)<br />

= (φ), = (φ)<br />

= +


(ω + φ) = (ω) + (ω)<br />

= (φ), = (φ)<br />

= +


1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

<br />

<br />

(π) <br />

π<br />

<br />

(π) <br />

π<br />

<br />

<br />

(π) + (π) <br />

π π<br />

−1.5<br />

0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2<br />

<br />

1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

−1.5<br />

0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6 1.8 2


(π)


=


() <br />

( ) = <br />

(, ) = () − ( )<br />

− <br />

[ , ]<br />

<br />

( )<br />

() (, ) <br />

<br />

<br />

<br />

(, )


→ <br />

() <br />

() = (, ) = <br />

→<br />

→<br />

<br />

( ) − ( )<br />

− <br />

() − () .<br />

− [, ] [ , ] <br />

( ) − () <br />

→ −


( , ( ) ( , ( ) <br />

Anstieg =<br />

(f(x)−f(x 0 ))/(x−x 0 )<br />

(x 0 ,f(x 0 ))<br />

x 0<br />

x−x 0<br />

(x,f(x))<br />

x<br />

f(x)−f(x 0 )


x 0<br />

x 3<br />

x 2<br />

<br />

x 1


: → ⊂ <br />

∈ <br />

( ) − ()<br />

<br />

→ − <br />

′ () <br />

<br />

() <br />

<br />

∈ <br />

<br />

<br />

<br />

′ :<br />

→ <br />

↦→ ′ ( )


( , ( )) ( , ( )) → <br />

<br />

( , ( )) <br />

′ ( ) <br />

( ) = ( ) + ′ ( )( − ).


( ) − ( ) <br />

( ) − ( ) = ( ) − ( ) − ′ ( )( − )<br />

= ( ) − ( )<br />

− <br />

− ′ ( ) ( − )


( ) − ( )<br />

<br />

= .<br />

→ − <br />

− <br />

<br />

<br />

( − )( ) − ( − )( )<br />

− <br />


f(x)<br />

f(x 0 )<br />

x 0<br />

<br />

p(x)<br />

x<br />

(x,f)x))<br />

f(x)−p(x)<br />

(x,p(x))


′ ( ) = ( ) = <br />

<br />

∈ <br />

( ) − ( ) = − <br />

= ( + + <br />

)( − )<br />

<br />

( ) − () <br />

= <br />

→ − →<br />

<br />

( + + <br />

<br />

<br />

) = .


′ ( ) = ( ) = <br />

<br />

∈ <br />

( ) − ( ) = − <br />

= ( + + <br />

)( − )<br />

<br />

( ) − () <br />

= <br />

→ − →<br />

<br />

( + + <br />

<br />

<br />

) = .


( ) = | | = <br />

<br />

<br />

| | − <br />

<br />

→ − <br />

><br />

<br />

= <br />

→ <br />

><br />

| | − <br />

= <br />

→ − <br />

<<br />

−<br />

= <br />

→ <br />

<<br />

<br />

= −


( ) ′ ( )<br />

α α α−<br />

<br />

<br />

− <br />

<br />

<br />

<br />

( ) <br />

<br />

<br />

α α α<br />

, > <br />

<br />

<br />

+


, : → <br />

± <br />

( ± ) ′ ( ) = ′ ( ) ± ′ ( )<br />

λ ∈ λ <br />

(λ ) ′ ( ) = λ ′ ( )<br />

· <br />

() ′ ( ) = ′ ( )( ) + ( ) ′ ( )<br />

() = <br />

<br />

(<br />

<br />

<br />

)′ () = ′ ()()− ′ () ()<br />

()


, : → <br />

± <br />

( ± ) ′ ( ) = ′ ( ) ± ′ ( )<br />

λ ∈ λ <br />

(λ ) ′ ( ) = λ ′ ( )<br />

· <br />

() ′ ( ) = ′ ( )( ) + ( ) ′ ( )<br />

() = <br />

<br />

(<br />

<br />

<br />

)′ () = ′ ()()− ′ () ()<br />

()


( ) = <br />

+


′ ( ) =<br />

( )<br />

( + <br />

<br />

) − (+ )<br />

<br />

( + ) <br />

<br />

( )<br />

=<br />

<br />

<br />

<br />

<br />

+ <br />

<br />

= + .<br />

′ ( ) = ( + )( + ) − ( )<br />

( + ) <br />

= ( − ) + ( + ) <br />

( + ) <br />

.<br />

=


( ) = ( ) <br />

<br />

<br />

: → : → <br />

⊃ ( ) <br />

◦ : → <br />

∈ <br />

( ◦ ) ′ ( ) = ′ ( ( )) ′ ( )


′ <br />

( ) <br />

′ ( )


( ) = ( )<br />

<br />

( ) = ( ) ◦ <br />

: ↦→ : ↦→ <br />

( ) = ′ ( ) = <br />

′ ( ) = <br />

′ ( ) = ( )


: → <br />

− ∈ ′ ( ) = <br />

= ( ) <br />

<br />

−′ ( ( )) = <br />

′ ( ) , −′ ( ) =<br />

<br />

′ ( − ( ))


= <br />

<br />

<br />

( ) = − () = <br />

′ ( ) = > ∈ <br />

<br />

<br />

<br />

<br />

() = =<br />

.<br />

′ ( ) = ′ ( − ()) = ′ ( ) =


: [, ] → (, ) <br />

ξ ∈ (, ) <br />

() − () = ′ (ξ)( − ).


(, ) <br />

ξ (, ()) <br />

(, ()) <br />

(ξ, (ξ)) <br />

a<br />

(ξ, f(ξ))<br />

<br />

ξ<br />

b


, : (, ) → ′ ( ) = <br />

(, ) <br />

<br />

<br />

<br />

<br />

<br />

→<br />

′ ( )<br />

′ = .<br />

( )<br />

( ) = , ( ) = ,<br />

→ →<br />

( ) = ∞, ( ) = ∞,<br />

→ →<br />

( )<br />

= .<br />

→ ( )<br />


( )<br />

<br />

( )<br />

∞ <br />

∞<br />

<br />

<br />

<br />

<br />

<br />

→<br />

<br />

→<br />

= ,<br />

<br />

− <br />

= ,<br />

<br />

= <br />

→ +


→<br />

<br />

→<br />

<br />

− <br />

<br />

<br />

= <br />

→<br />

<br />

= <br />

→<br />

= ,<br />

− <br />

<br />

= .<br />

<br />

· ∞ <br />

<br />

<br />

= <br />

→ + → +<br />

<br />

<br />

<br />

= <br />

→ +<br />

<br />

<br />

− <br />

<br />

= ) = .<br />

→ +(−


: [, ] → <br />

′ ( ) ≥ ′ ( ) > ∈ [, ] <br />

[, ] ′ ( ) ≤ ′ ( ) < <br />

∈ [, ] [, ]<br />

≤ < ≤ <br />

ξ ∈ ( , )<br />

<br />

() − ( ) = ′ (ξ) ( − ) ≥ (> ).<br />

<br />

≥<br />

′ ( ) = ∈ [, ] [, ] <br />

>


: [, ] → <br />

∈ (, ) <br />

′ ( ) =


( ) =



′ <br />

<br />

<br />

<br />

< <br />

′ ( ) ≥ > <br />

′ ( ) ≤


f’ ≥ 0<br />

f’ ≤ 0


: (, ) → ′ ( ) = <br />

∈ (, )<br />

<br />

′ ( ) ≥ ∈ ( − δ, )<br />

′ ( ) ≤ ∈ ( , + δ)<br />

δ > <br />

<br />

′ ( ) ≤ ∈ ( − δ, )<br />

′ ( ) ≥ ∈ ( , + δ)


( ) = <br />

<br />

<br />

−<br />

<br />

<br />

≥ <br />

= () =


(, ∞) <br />

( ) ( ) ≥ ≥ <br />

( ) > > = <br />

<br />

′ ( ) = <br />

<br />

( − <br />

<br />

<br />

−<br />

) .


∈ ′ ( ) = <br />

− <br />

<br />

= , = .<br />

′ ( ) − <br />

<br />

<br />

′ ( ) > ⇔ − <br />

<br />

′ ( ) < ⇔ − <br />

<br />

> ⇔ <br />

<br />

< ⇔ <br />

<br />

< ⇔ < ,<br />

> ⇔ > .


(, ∞) ′ <br />

() = = <br />

<br />

→∞ ( ) = () = ( ) > <br />

<br />

() = .


= <br />

( ) = ′ ( )( − ) + ( )<br />

<br />

ξ ξ


8<br />

6<br />

4<br />

2<br />

0<br />

−2<br />

(x 1 ,f(x 1 ))<br />

−4<br />

0 0.5 1 1.5 2 2.5 3 3.5<br />

x 1<br />

(x 0 ,f(x 0 ))<br />

<br />

x 2<br />

x 0


()<br />

= − ′ <br />

()<br />

(, ()) <br />

<br />

<br />

()<br />

+ = −<br />

′ , ∈ .<br />

()<br />

<br />

ξ <br />

> <br />

|+ − ξ| ≤ (+ − ) ,


|+ − | ≤ ε ε > <br />

<br />

<br />

<br />

<br />

<br />

<br />


= ξ = √ = .<br />

<br />

( ) = − <br />

<br />

<br />

+ = −<br />

− <br />

<br />

.


()<br />

( )<br />

′ ( )<br />

+−ξ<br />

(+− ) <br />

. . . .<br />

. . . .<br />

| − ξ|<br />

. . . . .<br />

. . . . .<br />

. . − . − . . −<br />

. −. −. . <br />

<br />

<br />


: → ∈ <br />

′ : → <br />

′′ ( ) = ( ′ ) ′ ( )<br />

<br />

∈ <br />

<br />

() ( ) = ( (−) ) ′ ( ).<br />

() ∈ <br />


( ) = () ( ) = ∈ <br />

( ) = ′ ( ) = ′′ ( ) = − <br />

′′′ ( ) = − () ( ) = · · · <br />

( ) = ′ ( ) = ′′ ( ) = · ′′′ ( ) = !<br />

() ( ) =


′′ ( ) ≥ <br />

′ <br />

<br />

<br />

′′ ( ) ≤ ∈ ′


˙() = λ()( − ()).


˙() > () < <br />

˙() < () > <br />

˙() = () = .


= () > <br />

<br />

() ≡ <br />

<br />

<br />

<br />

= <br />

() ≡ <br />

<br />

() = <br />

() < <br />

() >


¨() = λ ˙ () − () .<br />

( ) = = <br />

() = ∈ <br />

= ∗ <br />

( ∗ ) =


() > ∈ <br />

<br />

<br />

¨() = λ ˙ <br />

() − () > .<br />

<br />

<<br />

<br />

<br />

<br />

<<br />

< < <br />

¨ ¨ () < ≥ <br />

<br />

<br />

< <br />

<br />

¨ = ∗ () < ∗



: (, ) → ′ ( ) = <br />

∈ (, ) ′′ ( ) < ′′ ( ) >


: (, ) → ′ ( ) = <br />

∈ (, ) ′′ ( ) < ′′ ( ) >


+ + · · · + <br />

<br />

<br />

=<br />

= + + · · · + .<br />

<br />

<br />

<br />

<br />

<br />

<br />

<br />

=<br />

=<br />

<br />

=<br />

=<br />

− <br />

=<br />

<br />

+<br />

+ =<br />

=<br />

−.


,<br />

=<br />

<br />

=<br />

<br />

<br />

<br />

=<br />

,<br />

<br />

=<br />

<br />

<br />

<br />

,<br />

=<br />

<br />

.<br />

=<br />

<br />

<br />

α = α<br />

=<br />

<br />

=<br />

=<br />

<br />

= α,<br />

=<br />

<br />

=<br />

−<br />

− <br />

, < <br />

=


= = +− −<br />

<br />

= = <br />

= = <br />

( + )<br />

<br />

∈ \ {}<br />

( + )( + )<br />

= = <br />

( + )


() = <br />

( ) = <br />

>


[, ] <br />

< < . . . · · · < = <br />

<br />

<br />

<br />

() ≈ (−), ∈ [−, ].<br />

() () <br />

[−, ] ()<br />

<br />

() − (−) = ( ∗ )( − −) ≈ (−)( − −),<br />

∗ ∈ (−, )


(−) ( − −) <br />

(−)( − −) <br />

( ) − = () − ( ) =<br />

= () − (−) + (−) − (−)+<br />

+ (−) − (−)+<br />

<br />

· · · + () − () = ( () − (−))<br />

=<br />

=<br />

<br />

( ∗ )( − −) ≈<br />

=<br />

<br />

(−)( − −).<br />

=


() = = = <br />

= = , · · · , <br />

<br />

<br />

() = () ≈ <br />

<br />

− <br />

=<br />

<br />

() ≈ <br />

<br />

<br />

=<br />

( − ) = <br />

= <br />

<br />

− <br />

=<br />

<br />

<br />

= <br />

<br />

− <br />

=<br />

<br />

<br />

<br />

= ( + ) <br />

<br />

<br />

<br />

( − ) →<br />

→∞ .


[ , ] <br />

( ) <br />

<br />

<br />

τ ∈ [−, ] τ = −


: [, ] → <br />

= < · · · < = <br />

[, ] ξ ∈ [−, ] <br />

<br />

R( ) =<br />

<br />

<br />

(ξ)( − −)<br />

=


→∞ R( )


( ) = <br />

→∞ R( )


[, ]


, : [, ] → <br />

λ ∈ <br />

± λ <br />

<br />

<br />

( ± )( )) = ( ) ± ( ) <br />

<br />

<br />

<br />

(λ )( ) = λ ( )


( ) = ,<br />

<br />

<br />

<br />

<br />

( ) = −<br />

<br />

( ) ,<br />

<br />

<br />

( ) = ( ) + ( ) , ∈ [, ]


( ) <br />

<br />

<br />

= =


( )


, : [, ] → <br />

<br />

′ ( ) = ( )<br />

∈ [, ] <br />

( )


, , : [, ] → <br />

<br />

<br />

( ) = ( ) + , ∈ [, ].


′ ( ) = <br />

( ( ) + ) = ′ ( ) + = ( ), ∈ [, ].<br />

<br />

<br />

<br />

( − )( ) = ′ ( )− ′ ( ) = ( )− ( ) = , ∈ [, ].


− [, ] <br />

− [, ] <br />

( ) = ( ) + , ∈ [, ].


α + β α + β <br />

<br />

(α + β)( ) = α ′ ( ) + β ′ ( ) = α ( ) + β( ).


( ) ( )<br />

α <br />

α+ α+ , α = −<br />

<br />

<br />

<br />

| |<br />

α <br />

α α<br />

α − <br />

α<br />

α<br />

α<br />

<br />

α<br />

α<br />

<br />

+


( ) + .


( ) = − + − <br />

=


( ) = − <br />

− + <br />

− + ,<br />

<br />

() = <br />

= − <br />

<br />

<br />

+ , = <br />

.<br />

( ) = − <br />

− + <br />

− + <br />

.


( ) = − <br />

− + <br />

− + ,<br />

<br />

() = <br />

= − <br />

<br />

<br />

+ , = <br />

.<br />

( ) = − <br />

− + <br />

− + <br />

.


: [, ] → <br />

: [, ] → <br />

() = <br />

( ) , ∈ [, ]<br />

<br />

[, ] <br />

′ () = (), ∈ [, ]<br />

<br />

Φ <br />

<br />

<br />

( ) = Φ() − Φ()<br />

Φ( ) <br />

<br />

≡ Φ() − Φ()


: [, ] → <br />

: [, ] → <br />

() = <br />

( ) , ∈ [, ]<br />

<br />

[, ] <br />

′ () = (), ∈ [, ]<br />

<br />

Φ <br />

<br />

<br />

( ) = Φ() − Φ()<br />

Φ( ) <br />

<br />

≡ Φ() − Φ()


Φ Ψ <br />

<br />

Φ = Ψ + .<br />

<br />

<br />

( ) = Ψ()−Ψ() = (Φ()+)−(Φ()+) = Φ()−Φ().


( ) = − <br />

<br />

− + <br />

<br />

<br />

− + <br />

<br />

( − + − ) = ( ) − ()<br />

= (− <br />

− + <br />

( ) − + <br />

<br />

= − <br />

+ <br />

( ) − + <br />

.<br />

<br />

( − + − ) <br />

<br />

) − (− +<br />

)


( ) = − <br />

<br />

− + <br />

<br />

<br />

− + <br />

<br />

( − + − ) = ( ) − ()<br />

= (− <br />

− + <br />

( ) − + <br />

<br />

= − <br />

+ <br />

( ) − + <br />

.<br />

<br />

( − + − ) <br />

<br />

) − (− +<br />

)


() ′ = ′ + ′ = + ,<br />

<br />

+ <br />

<br />

( ( )( ) + ( )( )) = ( )( ) + .<br />

<br />

<br />

<br />

( ( )( ) + ( )( )) = ( )( ) <br />

.


, : [, ] → <br />

<br />

= ′ <br />

<br />

<br />

( )( ) = ( )( ) − ( )( ) ,<br />

<br />

<br />

<br />

( )( ) = ( )( ) −<br />

<br />

( )( ) .


′ = −<br />

′ .


( ) = , ( ) = <br />

,<br />

( ) = , ( ) = ′ ( ) = <br />

.


= <br />

<br />

<br />

<br />

<br />

<br />

−<br />

( )<br />

<br />

=<br />

<br />

<br />

<br />

<br />

( )<br />

=<br />

( ) ( )<br />

<br />

− <br />

<br />

<br />

<br />

=<br />

= <br />

− <br />

+ .


· .<br />

<br />

<br />

( ) = , ( ) = ,<br />

( ) = , ( ) = ′ ( ) = <br />

,


· =<br />

<br />

<br />

<br />

<br />

( ) ( )<br />

<br />

−<br />

<br />

<br />

·<br />

<br />

( )<br />

<br />

<br />

<br />

<br />

( )<br />

= − − ( − ) = .


′ = ′ = <br />

<br />

[ (( ))] ′ = ′ (( )) ′ ( ) = (( ))( ).<br />

◦ ( ◦ )<br />

<br />

(( ))( ) = (( )) + .<br />

<br />

= ( ) <br />

<br />

<br />

<br />

() = () + .


(( ))( ) = () = ( ),<br />

<br />

<br />

()<br />

(( ))( ) = ().<br />

<br />

()


, : [, ] → <br />

= ( ) <br />

<br />

(( )) ′ <br />

( ) = ().<br />

<br />

<br />

(( )) ′ ()<br />

( ) = ().<br />

<br />

()


(( )) ′ ( ) <br />

<br />

<br />

√ +


( ) = ( + ) () = <br />

√ <br />

<br />

<br />

√ + <br />

= (( )) ′ ( ),<br />

<br />

<br />

<br />

() =<br />

<br />

√ = <br />

+ <br />

<br />

= + .<br />

<br />

√ = √ =


= + ,<br />

= <br />

( + ) = <br />

<br />

<br />

<br />

<br />

√ =<br />

+ <br />

<br />

√ ,<br />

<br />

= ( ) = +


√<br />


√ <br />

− <br />

<br />

= , = <br />

= ,


√ − = − = √ = <br />

<br />

<br />

<br />

√<br />

− = <br />

= + <br />

<br />

<br />

<br />

<br />

√ = + <br />

− <br />

<br />

<br />

<br />

<br />

<br />

√<br />

− = <br />

<br />

<br />

= π


√ − = − = √ = <br />

<br />

<br />

<br />

√<br />

− = <br />

= + <br />

<br />

<br />

<br />

<br />

√ = + <br />

− <br />

<br />

<br />

<br />

<br />

<br />

√<br />

− = <br />

<br />

<br />

= π


√ − = − = √ = <br />

<br />

<br />

<br />

√<br />

− = <br />

= + <br />

<br />

<br />

<br />

<br />

√ = + <br />

− <br />

<br />

<br />

<br />

<br />

<br />

√<br />

− = <br />

<br />

<br />

= π


( )


( ) <br />

<br />

<br />

<br />

= < > . . . < + < . . . = .<br />

[−, ] = , . . . , <br />

<br />

| ( ) − ( )| ∈ [−, ] <br />

<br />

<br />

( ) =<br />

<br />

<br />

<br />

=<br />

−<br />

( ) ≈<br />

<br />

<br />

( ) .<br />

=<br />


( )


( ) <br />

<br />

<br />

<br />

− <br />

<br />

=<br />

− <br />

,<br />

= + <br />

= + , = , . . . , .


( ) <br />

<br />

[−, ] <br />

<br />

= − + <br />

,<br />

<br />

( ) = (), ∈ [−, ],<br />

= , . . . , <br />

<br />

− <br />

( ) ≈<br />

<br />

<br />

<br />

().<br />

=


( )


( ) <br />

<br />

[−, ] <br />

<br />

( ) = (−)+ <br />

= , . . . , <br />

<br />

( ) ≈<br />

<br />

=<br />

=<br />

( ()− (−))( − −), ∈ [−, ],<br />

<br />

<br />

( (−) + <br />

<br />

=<br />

−<br />

( (−) + ()).<br />

( () − (−))( − −))


( ) <br />

<br />

<br />

<br />

(−, ) (, ) (, ()) (−, (−))<br />

<br />

<br />

<br />

− <br />

( ) ≈<br />

(<br />

−<br />

<br />

() + () + ()).<br />

<br />

<br />

=


( ) <br />

<br />

<br />

<br />

( )


( ) <br />

<br />

<br />

<br />

( )


∈ <br />

ε ( ( ), ε) ( ) δ<br />

( , δ) ( ) ∈ ( ( ), ε) ∈ ( , δ)


: → <br />

( , δ) <br />

δ


= ( , ) <br />

ε > δ > = ( , ) <br />

<br />

( − ) + ( − ) < δ<br />

<br />

| ( ) − ( )| < ε


ϕ: → ψ : → <br />

, : × → <br />

( , ) = ϕ( ) + ψ() ( , ) = ϕ( )ψ()


( , ) = √ → <br />

→ √


: → > <br />

∗ = ( ∗ , . . . , ∗ ) <br />


( ∗, . . . , ∗ , , ∗<br />

− + , . . . , ∗ ) <br />

<br />

<br />

( ) = ( ∗ ∗ ∗<br />

, . . . , , , − + , . . . , ∗ ), ∈ .



: → <br />

∗ ∈ <br />

→<br />

( ∗ <br />

<br />

( ( ∗ <br />

, . . . , ∗<br />

−<br />

, . . . , ∗<br />

−<br />

, ∗<br />

<br />

, ∗<br />

, ∗<br />

+ , . . . , ∗ ))<br />

<br />

+ , ∗<br />

+ , . . . , ∗ ) −<br />

<br />

∗ ∂<br />

( ∂<br />

∗ ) <br />

( ∗ ) <br />

( ∗ )<br />

= , . . . ,


( , , ) = ( + ) ( + )


( , , ) ∈ <br />

<br />

∂<br />

<br />

∂<br />

<br />

<br />

∂<br />

∂ ( , , ) = ( + ) + ( + )<br />

∂<br />

∂ ( , , ) = ( + ),<br />

∂<br />

∂ ( , , ) = ( <br />

+ )<br />

+ <br />

.<br />

<br />

+ <br />

,


= <br />

<br />

∂<br />

( , )<br />

∇ ( , ) = ∂<br />

( , )<br />

∂<br />

∂<br />

( , )


( , ) <br />

<br />

−∇ ( , )


∂<br />

∂<br />

( ∂<br />

) =<br />

∂<br />

∂ ∂∂<br />

= .


( , ) = + <br />

<br />

<br />

<br />

∂<br />

∂ = + <br />

∂<br />

∂ = .<br />

<br />

<br />

∂ <br />

∂ <br />

= + ,<br />

∂ <br />

∂∂ = ,<br />

∂ <br />

∂ ∂ = ,<br />

∂ <br />

∂ <br />

= .


= , = ,<br />

= , = ,<br />

= , = ,<br />

= , =


= , = ,<br />

= , = ,<br />

= , = ,<br />

= , =


: → <br />

<br />

= ,<br />

= = = = =


∂<br />

( ∂<br />

∗ ) <br />

− ∗ <br />

<br />

= , . . . , <br />

( ∗ + , ∗ + , . . . , ∗ +) ≈ ( ∗ , ∗ , . . . , ∗ )+<br />

<br />

=<br />

∂<br />

∂<br />

( ∗ , ∗ , . . .


= <br />

( ∗ + , ∗ + ) ≈ ( ∗ , ∗ ) + ( ∗ , ∗ ) + ( ∗ , ∗ ).


(. . )


( , ) = ( ∗ , ∗ ) = (, ) <br />

(, ) <br />

<br />

(, ) = ,<br />

( , ) = <br />

( , ) = <br />

(, ) = ,<br />

(, ) = .<br />

(., .) ≈ (, ) + (, )(. − ) + (, )(. − )<br />

= − · . + · . = ..


(. . ) = . . . . <br />

<br />

<br />

( , ) = − = = <br />

( , ) = (, ) ≡ (, ) <br />

<br />

(, ) = (, ) =


(. . ) = . . . . <br />

<br />

<br />

( , ) = − = = <br />

( , ) = (, ) ≡ (, ) <br />

<br />

(, ) = (, ) =


(. . ) = . . . . <br />

<br />

<br />

( , ) = − = = <br />

( , ) = (, ) ≡ (, ) <br />

<br />

(, ) = (, ) =


: → <br />

<br />

<br />

∗ <br />

∗ <br />

∈ ∗ <br />

( ) ≤ ( ∗ ) ( ) ≥ ( ∗ ).


¡¡ <br />

<br />

( ∗ ∗ ∗<br />

, . . . , , , − + , . . . , ∗ )<br />

∈ ( ∗ − δ, ∗ + δ) = . . . , <br />

<br />

δ > <br />

( ) = ( ∗ ∗ ∗<br />

, . . . , , , − + , . . . , ∗ ∗ ∗<br />

), ∈ ( − δ, + δ)<br />


∗<br />

<br />

<br />

<br />

<br />

<br />

∗ ∂<br />

( ) = (<br />

∂<br />

∗ ) = , = , . . . ,


: → ∗ <br />

∗ <br />

<br />

∂<br />

( ∗ ) = , = , . . . , . <br />


⊂ ∗


: → <br />

∗ <br />

<br />

( ∗ ) = ( ∗ )( ∗ ) − ( ∗ ) ,<br />

( ∗ ) > ( ∗ ) > ∗ <br />

<br />

( ∗ ) > ( ∗ ) < ∗ <br />

<br />

( ∗ ) < ∗ <br />

( ∗ ) =


∗ ∗


( , ) = − (, ) <br />

<br />

<br />

( , ) = ( , −) <br />

<br />

( , ) = (, )<br />

( , ) = (, ) <br />

= = − = <br />

(, ) = −


1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

−1<br />

−0.5<br />

<br />

0<br />

0.5<br />

1


( , ) = −


( , ) = + − = <br />

<br />

= − <br />

<br />

˜ () = − <br />

= <br />

= ± <br />

( , ) = (, ) ( , ) = (−, ) <br />

(±, ) =


1.5<br />

1<br />

0.5<br />

0<br />

−0.5<br />

−1<br />

−1.5<br />

c = 1<br />

c = 0.6<br />

c = 1.4<br />

c = 0.2<br />

∇ g<br />

∇ g<br />

−1 −0.5 0 0.5 1 1.5 2 2.5 3<br />

<br />

∇ f<br />

∇ f


{( , ): ( , ) = − = },<br />

∈ <br />

<br />

<br />

<br />

<br />

(, )


, : → <br />

( ) = <br />

∇( ) = λ <br />

∇ ( ) + λ ∇( ) = <br />

λ


L( , λ) = ( ) + λ ( ),<br />

<br />

( , λ )


λ = ( , λ )


∂L<br />

∂<br />

∂L<br />

∂<br />

∂L<br />

∂λ<br />

∂<br />

=<br />

∂<br />

∂<br />

=<br />

∂<br />

+ λ ∂<br />

∂<br />

+ λ∂<br />

∂<br />

= + λ = <br />

= <br />

=


( ) =


L( , , λ) = − + λ( + − )<br />

<br />

∂L<br />

= + λ = ( + λ) = <br />

∂<br />

∂L<br />

= − + λ = (− + λ) = <br />

∂<br />

∂L<br />

∂λ = + − .


= = <br />

= λ = − <br />

= = <br />

= ± = <br />

λ = = <br />

= ± <br />

( , ) = (±, ) λ = − ( , ) = (, ±)<br />

<br />

<br />

λ = ∇( , ) = <br />

<br />

<br />

<br />

(±, ) = (, ±) = − <br />

(±, ) (, ±)


= (−), ∈ .<br />

( − )<br />

<br />

− <br />


+ = +<br />

∈ <br />

<br />

() > <br />

<br />

> <br />

∈ > <br />

<br />

<br />

→∞( + )<br />

= + =<br />

→∞ →∞ <br />

<br />

<br />

= ± √ <br />

= →∞ <br />

+ <br />

→∞ <br />

= + <br />

,


= √ <br />

> > <br />

> ∈ <br />

<br />

<br />

+<br />

− = ( <br />

+ <br />

<br />

) − =<br />

( <br />

− ) <br />

<br />

<br />

≥ .


≥ , ≥ <br />

<br />

<br />

+ =<br />

<br />

+ <br />

<br />

≤<br />

<br />

<br />

<br />

= , ≥ .<br />

<br />

> < ≤ <br />


≥ , ≥ <br />

<br />

<br />

+ =<br />

<br />

+ <br />

<br />

≤<br />

<br />

<br />

<br />

= , ≥ .<br />

<br />

> < ≤ <br />


− / % <br />

<br />

− / <br />

<br />

<br />

<br />

<br />

= − − − + = ( −<br />

)− + = − + ,<br />

= ( − <br />

).


.


= + ,<br />

= + = ( + ) + = + + ,<br />

= + = ( + + ) + = + + + ,<br />

= + =<br />

= ( + + + ) = + + + + ,<br />

<br />

<br />

= + ( − + − + · · · + + ) = +<br />

− <br />

− .


<br />

<br />

<br />

→∞ = <br />

− = ∗ .<br />

= ( − ∗ ) + ∗ ,<br />

() < ∗ ∗<br />

> ∗ ∗ <br />

<br />

<br />


= <br />

<br />

= − <br />

= .


= .− + .<br />

<br />

∗ = <br />

= /.<br />

.<br />

= <br />

= − · . + .<br />

∗ = / <br />

±. / = . /<br />

= . /


= /


= /.<br />

<br />

= / <br />

<br />

= , = , = ..


= − = . <br />

<br />

<br />

= ∗ = <br />

−<br />

= ( − ) = · . = . /.<br />

<br />

<br />

<br />

<br />

= .


= , = <br />

<br />

<br />

= <br />

<br />

.<br />

= = .<br />

.<br />

= <br />

= .


() <br />

:= <br />

= <br />

() <br />

<br />

∞ = <br />

∞ = <br />

<br />

= →∞


∞<br />

=


∞ = <br />

() (−)<br />

<br />

− − =<br />

<br />

<br />

=<br />

−<br />

− <br />

=<br />

= <br />

<br />

→∞ = <br />

→∞ ( − −) = .


∞<br />

= <br />

<br />

→∞ = .


∞<br />

= →∞ =


∞ || < <br />

∞<br />

=<br />

= <br />

− .<br />

=


= <br />

=<br />

<br />

=<br />

= + − <br />

− .<br />

|| < <br />

→∞ = − = <br />


∞<br />

=


= = <br />

<br />

<br />

15<br />

14<br />

13<br />

12<br />

11<br />

10<br />

9<br />

8<br />

7<br />

0 100 200 300 400 500 600 700 800 900 1000


= : = ,<br />

= : = + <br />

,<br />

= : = + <br />

<br />

<br />

<br />

= : = + <br />

+ <br />

+ > + + (<br />

<br />

<br />

+ ) = + <br />

,<br />

<br />

<br />

+ + + > + + ( + + +<br />

)<br />

= +


+ <br />

.<br />

<br />

<br />

→∞ = ∞.


( ) <br />

()


( ) <br />

()


∞<br />

= ∈ <br />

<br />

ρ = <br />

→∞<br />

<br />

<br />

||.<br />

ρ < ∞<br />

= <br />

ρ > ∞<br />

= <br />

ρ =


∈ ∞<br />

=


=<br />

<br />

ρ = <br />

→∞<br />

<br />

<br />

<br />

<br />

<br />

<br />

| | = <br />

<br />

| |<br />

| | =<br />

√ .<br />

<br />

| | = <br />

→∞<br />

| |<br />

√ =<br />

<br />

| |<br />

→∞ √ <br />

= | |.<br />

| | < <br />

| | > | | =


∞<br />

= ∈ <br />

<br />

ρ = <br />

→∞<br />

|+|<br />

.<br />

||<br />

ρ < ∞<br />

= <br />

ρ > ∞<br />

= <br />

ρ =


|+|<br />

| | = | |+ | | <br />

= | |,<br />

( + ) + <br />

ρ = →∞ = |+| = | | <br />

| |


ρ


( + <br />

<br />

) <br />

<br />

<br />

<br />

<br />

∈ = ∞<br />

=<br />

<br />

!


∞<br />

= (−)+ ≥ ∈ <br />

<br />

→∞ = <br />

+ ≤ ∈


∞<br />

= (−)+ ≥ ∈ <br />

<br />

→∞ = <br />

+ ≤ ∈


∞ <br />

(−)+ = <br />

<br />

→∞ <br />

<br />

<br />

= +<br />

<br />


∞ = ∞ = λ ∈ <br />

∞ = λ ∞ = ± <br />

<br />

∞<br />

= λ λ ∞<br />

= <br />

∞<br />

= ± = ∞<br />

= ± ∞<br />

=


∞ <br />

( = − <br />

!<br />

+ <br />

)


∞ <br />

= ∞ <br />

= <br />

∞ <br />

=<br />

<br />

<br />

!<br />

<br />

+ !<br />

=<br />

|+|<br />

| |<br />

(+)!<br />

→∞ <br />

= <br />

+ →


∞<br />

= <br />

∞<br />

= || <br />

∞<br />

=


∞ =


∞ =


∞ = ∈ <br />

∞ =


+ <br />

() = ((−) ) <br />

<br />

( <br />

<br />

) ( ) <br />

+


= − <br />

<br />

<br />

− − − + − − − − + − . . .


= − <br />

<br />

<br />

− − − + − − − − + − . . .


∞<br />

= | | < <br />

<br />

−<br />

→ <br />

−<br />

<br />

(−, ) ∞<br />

=


( ) ⊂ ∈ ∞<br />

= ( − )


∞<br />

= ( − ) =


∞ =<br />

<br />

!<br />

∈ <br />

<br />

<br />

| | +<br />

( + )!<br />

! | |<br />

· =<br />

| | + →<br />

→∞ .


∞<br />

= = <br />

<br />

<br />

<br />

<br />

| | <br />

= <br />

= | | →<br />

→∞ ∞ = .


∞ = (−)− ( −) <br />

<br />

| − | > <br />

| − | < <br />

<br />

<br />

<br />

<br />

| − | <br />

<br />

= | − | <br />

√ →<br />

→∞ | − |.<br />

= <br />

=


∞<br />

= ( − ) <br />

<br />

<br />

∈ <br />

> <br />

| − | < | − | > <br />

| − | = <br />

( , ) = { ∈ : | − | < } <br />

<br />

( − , + )


ρ = →∞ | +|<br />

| | <br />

ρ = →∞ | | <br />

<br />

= <br />

ρ<br />

ρ > <br />

= ∞ ρ = <br />

= ρ = ∞


∞ = ( − ) <br />

> <br />

<br />

(, ) → <br />

:<br />

↦→ ∞<br />

= ( − ) ,


∞ = ( − ) <br />

> <br />

<br />

(, ) → <br />

:<br />

↦→ ∞<br />

= ( − ) ,


( ) = <br />

<br />

= <br />

<br />

<br />

=<br />

<br />

− + <br />

= <br />

<br />

+<br />

<br />

−<br />

<br />

= <br />

<br />

∞<br />

=<br />

<br />

(−) ( − <br />

<br />

| − | < | | <br />

= <br />

<br />

)


( ) = <br />

+ <br />

<br />

( ) =<br />

∞<br />

(−) , | | < <br />

=<br />

<br />

(−, ) <br />

<br />

( ) = <br />

+ =


() →∞ = <br />

<br />

∞<br />

( − ) =<br />

=<br />

∞<br />

( − ) <br />

=<br />

∈ <br />

= ∈ .


() →∞ = <br />

<br />

∞<br />

( − ) =<br />

=<br />

∞<br />

( − ) <br />

=<br />

∈ <br />

= ∈ .


=<br />

=<br />

∞ <br />

, ∈ <br />

!<br />

=<br />

∞<br />

(−) +<br />

, ∈ <br />

( + )!<br />

=<br />

∞<br />

<br />

<br />

= (−) , ∈ <br />

()!<br />

=<br />

( − ) = −<br />

=<br />

∞ <br />

=<br />

<br />

, − ≤ < <br />

∞<br />

+<br />

<br />

(−) , | | ≤ <br />

+ <br />

=


→<br />

−<br />

<br />

<br />

<br />

→ <br />

→<br />

−<br />

<br />

= <br />

= <br />

=


− <br />

=<br />

<br />

<br />

<br />

<br />

<br />

( + + + + · · · − ) = ( + + . . . )<br />

! ! ! !<br />

= + <br />

+ + . . . →<br />

! ! → .<br />

<br />

<br />

= ( − + ∓ . . . )<br />

! !<br />

<br />

= − + ∓ . . . →<br />

! ! → <br />

=<br />

<br />

<br />

<br />

<br />

<br />

( − + ∓ · · · − ) = (− + ∓ . . . )<br />

! ! ! !<br />

= − <br />

+ ∓ . . . →<br />

! ! → .<br />


( − , + )<br />

<br />

( ) =<br />

∞<br />

( − ) , ′ ( ) =<br />

=<br />

∞<br />

( − ) − .<br />

=



=<br />

<br />

=<br />

∞<br />

=<br />

∞<br />

=<br />

<br />

!<br />

− <br />

<br />

! =<br />

∞<br />

=<br />

−<br />

( − )! =<br />

∞<br />

=<br />

<br />

<br />

<br />

!<br />

=


=<br />

=<br />

∞<br />

=<br />

(−) <br />

∞<br />

(−)<br />

=<br />

+<br />

( + )!<br />

( + ) <br />

( + )! =<br />

∞<br />

(−)<br />

=<br />

<br />

= .<br />

()!


∞ <br />

<br />

<br />

<br />

=


≥ <br />

( ) = = + <br />

+ <br />

= , . . . , <br />

<br />

( ) = ( ),<br />

() ( ) = () ( ), = , . . . , .


= ( ),<br />

= () () , = , . . . , ,<br />

!<br />

<br />

T( ) =<br />

() () ( − ) !<br />

.<br />

=


() ( ) = ( )<br />

T = <br />

<br />

<br />

( ) − T( )


= (, ) <br />

+ ∈ T <br />

= <br />

∈ ξ <br />

( ) = T( ) + R+( ),<br />

R+( ) = (+) (ξ)<br />

( + )! ( − ) + .<br />

R


ξ <br />

<br />

<br />

( )<br />

T( ) <br />

[, π<br />

]<br />

=


1.5<br />

1<br />

0.5<br />

0<br />

−0.2 0 0.2 0.4 0.6 0.8 1 1.2 1.4 1.6<br />

<br />

x − x 3 /6<br />

x<br />

sin x<br />

x−x 3 /6+ x 5 /120


() = = , ′ () = = <br />

′′ () = − = , () () = − = −<br />

() () = = , () () = = <br />

T ( ) = , T ( ) = T ( ),<br />

<br />

T( ) = −<br />

! , T( ) = T( )<br />

<br />

<br />

T( ) = − +<br />

! !



→∞ R( ) = <br />

∈ (, ) <br />

( ) = →∞ T( ) + →∞ R( ) = →∞ T( ) =<br />

<br />

→∞ =<br />

() ()<br />

( − <br />

!<br />

)


( , )<br />

<br />

( ) =<br />

∞ () () ( − ) !<br />

<br />

=<br />

=


( ) = λ <br />

=


′ ( ) = λ λ , ′′ ( ) = λ λ , ′′′ ( ) = λ λ , . . .


λ <br />

<br />

() ( ) = λ λ , () () = λ .<br />

<br />

= <br />

λ =<br />

∞ () ()<br />

=<br />

!<br />

=<br />

∞<br />

=<br />

λ <br />

! .


λ <br />

<br />

() ( ) = λ λ , () () = λ .<br />

<br />

= <br />

λ =<br />

∞ () ()<br />

=<br />

!<br />

=<br />

∞<br />

=<br />

λ <br />

! .

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