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%2@(%6 (&&%& &%@ &"@ (-B%$ '&@ '& '& % (& &"$ "&$ % &%&- "-%%$ d = L, H +w ×H VD!X dt 4( H = I w + h H 4&-& *&*%6 I H %&" %"#6 w H -&" 4&-& &"& -"J%$ 1*6 h H &%&%, 4&-& *&*%6 L H 4&-& *&*% ($ '"# %# *&*% & &"&%, &%#6 %, '% - &%&-%&* -%6 & ,6 &2--@J (-B% '&@ -%, % -4( "( FG6 '&-$J%%&* '"%&* %6 2( 2& '&("&2%& "*&"%, '"%, &-$@J (-B%$ '&@ &4%& &%-%#$* CFIE6 %%$ '"*"&- (-B%$ '&@ (,-@$ "+ &-$@J+ (xp , yp ) = (x, y)IERS + (∆x, ∆y)tidal + (∆x, ∆y)nutation ,
4( (x, y) ) &&"(%, '&@6 '2*, 1 '& %2@(%$*6 -&"& 4*& H &%, '&&%, &*'&%%,6 " H -,&&&%, %#&%%, &*'&%%, ('&% (-B%$ '&@ &,-@$ '"%%, %#&%%, &*'&%%, '"&(* *%A (-+ & - %2%& * & &%, '"$*, %#&%%, &*'&%%, &&--@ (&4&'"&(* '"$*,* &2"%,* &-$@J* - (-B% '&@6 '&&%, '"$*, %# H '"$*,* &%,* -"#$* - (-B% '&@ &4&'"&( &*'&%%, -@%, - (x, y) 6 '"& "2$ (&2-$ * &2"&*6 &2&-%%, "%,* '"%* &&%%$ -& -"J% 1*6 &,-@$ -@%, &(% 4"'' (% *B( &*'&%%* (x , y ) (ε, ψ) (%& % '& '"%6 &2--@J $-%$6 '& &%&* ('&% *&"* '&("&2% &-$@J -,"B%$ VDDX '&&-%* *"# -"J%$ -&"4 &&"(%%,+ & *"# ($ (-B%$ '&@&- *&B%& '"(- - -( IERS
IERS
p
W (t) = R3 (−s )R2 (xp )R1 (yp ),
p
4( --(% '"*"6 &'"($@J '&&B% 1` % 7-&" '"&*B&%& *, s =
1 2
t (xp y˙p − x˙p yp )dt. t0
"# 4&-&4& -"J%$ '"(-$$ - -( R(t) = R3 (−θ),
( θ ) 4& -"J%$ 1*
θ(Tu ) = 2π(0.7790572732640 + 1.00273781191135448Tu ),
4( T = JDU T 1 − 2451545.06 f uvD &'"($$ "%& A -"*% U T 1 = U T C + (U T 1 − U T C) "# '"#)%# *&B%& ' - -( u
P N (t) = R3 (−E)R2 (−d)R3 (E)R3 (s),
4( E d ) 4,6 &'"($@J &&"(%, 0 - X = sin d cos E,
Y = sin d sin E,
Z = cos d,
"% % '&&--A$$ -% s -,$$ '& &"* t s=−
˙ (X(t)Y˙ (t) − X(t)Y (t)) dt − (σ0 N0 − Σ0 N0 ), 1 + Z(t)
t0
4( σ H '&&B% `6 N H '&&B% -&+&($J4& 7-&"6 Σ H
)%& % 7'&+ !TTTT "# '"#)%# *&B%& '"' - -( 0
0
0
⎛
⎞ X 1 − aX 2 −aXY ⎠ R3 (s). P N (t) = ⎝ −aXY 1 − aY 2 Y −X −Y 1 − a(X 2 + Y 2 )
%, U6 -,$@$ '& &" !TTT (&2-%* '&'"-& (δX, δY )6 '2*,+ 1 '& "* %2@(% (X, Y ) = (X, Y )IAU 2000 + (δX, δY )
+&($ 7&4&6 *"# '"#)%# P N *&B%& 7--%%& '"(- - -( ⎛
⎞ 1 0 δX P N (t) = ⎝ 0 1 δY ⎠ P NIAU , −δX −δY 1
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, √ ω2 iω 2πe− 2 √ ω2 (iω)2 2πe− 2 √ ω2 (−1)n (iω)n 2πe− 2 2 √ 2 − ω2 2π(e − e−2ω ) 1 2π − 2 π ≤ |t| ≤ π 0 + √ ω2 σ(ω)√ 2πe− 2 σ(ω) 2πω n e−ω iω
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∗
k
⎧ k+1 ∗ ⎪ ⎪ 1 ⎪ ym,k−m+2 0 ≤ k < L∗ − 1 ⎪ k+1 ⎪ ⎪ m=1 ⎪ ⎨ L∗ ∗ ym,k−m+2 L∗ − 1 ≤ k < K ∗ g = L1∗ ⎪ m=1 ⎪ ⎪ N −K ⎪ ∗ +1 ∗ ⎪ 1 ⎪ ⎪ ym,k−m+2 K∗ ≤ k < N ⎩ N −K m=k−K ∗ +2
'"#$ %& %-% 4%# **6 & &-%& -"*%%& "$( F = F + F % -4( ($ "( % &-$@J &2-%%, *&4 % "($ 0" % 2&A&4& &*'&%% '"-%$ 4"''"&- $-$$ %&"**& &'"# W&A& %% * '&(+&($J -,2&" L ,($@ '&%$$ %& 2& "(*& 2$ "(*& * *& - 6 &4( &*'&%%,6 &-$@J -"*%%& "$( &"4&%%,6 6 '" 1
.)
2
-&B% - "&"%@ *"#6 F F '&"&B(@ &"&4&%%, ("4 ("4 2, %%,+ '&('"&"%- L ⊥L L ⊥L
'" %&&"&* -,2&" w *%&B-& &2-%%,+ F F % '"$6 4&-&"$ & %& "(*& *$ "$ "&-6 @J$$ '&%$ 2& %& "(*& "$(&- B* ( A % &6 & '" '&(+&($J* -,2&" L -&*&B%& "(% 4"*&%+ &*'&%% "%,* &*6 - &* 6 *&("&-%%,+ 7'&%%*6 &(% "%(6 "#$ A* &B%&6 - %&6 '&6 & "(*& *&B%& (&2$ ($ (-+ &*'&%%6 %& ")'"&- &&",+ % '"@$ -(* * -&-6 -$J@ & L 1
2
L,1
L,2
K,1
K,2
1
2
⎧ ⎪ 1 ≤ i ≤ L∗ ⎨i ω = L∗ L∗ < i ≤ K ∗ ⎪ ⎩ N −i K∗ < i < N
%%, - '"&'&"#&%%, -+&B(% i)4& & "&"%@ *"# &-* --A%%& ω)&""$# -% (Fn1 , Fn2 )ω
=
N
ωi fi1 fi2 .
i=1
-$ ω)&""$#$ (F , F ) = 0 &2'- "(*& &*'&%% F F &B%& '&6 & "%4 "$( d = rank(F ) &%%6 *"# S 2( &("B % 2& d &%,+ & %$ &2-%%,+ 6 '" 7&* -"*%%& "$( *&B 2, '"(-% """%%& &"*& 1 n
2 n
1 n
2 n ω
fi+d =
d
ak fi+d−k .
k=1
%%, " '&$ '" '"&4%&"&-% -"*%%,+ "$(& '&&-%* C! E @% 7&4& "( &2"*$ '&%$@ '" &'"&"6 &&"& B 2( '&%,* - (%A* 0 A H %&&", ..
%%, &'"&" - 42"&-&* '"&"%- H A(λ1 x1 + λ2 x2 ) = λ1 Ax1 + λ2 Ax2 .
'"&" %'"",-%6 ($ @2&4& ε > 0 %($ δ &6 & '" ||u − v|| ≤ δ 2( -,'&%$$ ||Au − Av|| ≤ ε ($ @2&4& v ∈ H 6 v = 0 &%&A% ||Av||/||v|| &4"%%&6 &'"&" &4"%% @2& %'"",-%, &'"&" &4"%% '"&" %,-$ &*"*6 &% '"-&( 7*%, H - H 6 &+"%$$ $"%& '"&-(% < Au, Av >=< u, v > '" 7&* B(&4& 7*% v ∈ H J- '"&&2" v ∈ H 6 &6 & v = Av 6 & &'"&" %,-$ %"%,* %"%,* $-$$ @2& &'"&"6 &&2"B@J &"&4&%&"*"&-%%, 2 &(%&4& '"&"%- - &"&4&%&"*"&-%%, 2 ("4&4& &'"$B%%,* &4"%%%&* &'"&" A H - H $-$$ &'"&" A H H &6 & 1
2
2
2
1
2
1
1
1
1
($ -+ v
1
∈ H1
v
∗
2
2
< v1 , A∗ v2 >=< Av1 , v2 >
2
∈ H2
4& '"&-"6 &
||A∗ || = ||A||,
||A∗ A|| = ||A||2 .
A &&2"B H - 2$ A = A & &'"&" %& %-% *&&'"$B%%&4& *&&'"$B%%, &'"&" %,-$ '&&B%,*6 < Av, v >≥ 0 *&&'"$B%%, &'"&" *&B 2, (4&%&-% o("%,* &'"&"&* %,-$ & &'"&"6 & ** ∗
< Aen , en >,
n
%,-*$ (&*6 &%% ($ -+ &"&4&%&"*"&-%%,+ 2&- 0&&B%, &'"&"6 ( &&"&4& &%% +&$ 2, ($ &(%&4& &"&4&%&"*"&-%%&4& 26 $-$$ $("%,* %%, &'"&", H - C %,-@$ %%,* %#&%* '" σ(A) &'"&" H - 2$ && -+ λ ∈ C 6 + & A − λI 6 % * &4"%%%&4& &2"%&4& VI &2&% &B(-%%, &'"&" Iv = vX &%%&*"%&* 42"&-&* '"&"%- σ(A) .&
&& &2-%%,+ %% A 2&%%&*"%&*6 - '" -+&($ - &2-%%, %%$6 &2"@J &%, '"6 B λ %'"",-%&4& '"
* +$$ '&"$ $$$! 0$
$ -,$-%$ -*& *B( %,* -%* & '&$ "4"&%%, % C!QE6CQQE6CQRE6CFDE %%, "4"&%%, % B ($ %+&B(%$ '"*"&- % 4'"'&&6 '& &&",* 4"''"@$ %, -%, -"*%%,+ "$(&-6 %2&" P '&(&-%,+ &&- "$( *&B 2, %"'""&-% %, -&" 4"&%%$ *&(6 * -( xi =
p
βk yki + ni ,
k=1
4( n H %$ -%6 β H &7#%, "4" $ #&%"%&4& 7"4&(&4& '" &7#%, '&&$%%,
-&"4"&%%$ *&( V X ',-$ - -( i
k
xi = −
p
αk xi−k + ni .
V!DFX
k=1
1( %+&B(%$ '"*"&- '" 7&* -&($ &'"(%@ & 4'"'&&6 "&$% & &&"& (& (@J4& & x *%*%& )*&( %% -"*%%&4& "$( - *&*% t '"(-$$ %%& &*2%# '"(A-@J+ %% & A* *&( &$J4& "(%4& VX6 & '"(-$$ - -( &*2%# J4& '"(A-@J+ %% %& -%, n i
i
xi =
q
βk ni−k .
k=0
.2
V!DGX
2(%%%$ *&( ',-$ - -( xi = −
p
αk xi−k +
k=1
q
βk ni−k
V!D X
k=0
%& %-% -&"4" & &$J* "(%* V X
-&"4"&%%$ - *&B 2, (% {)'"&2"&-%* A(z) =
p
αm z −m ,
m=1
6 -$%%$ & &$J* "(%* VX6 H {)'"&2"&-%* B(z) =
q
βm z −m
m=1
$ '" '"(&%$ %#$ H(z) =
B(z) A(z)
$-$$ "#&%%& %# #%-% '"*"&- )*&( *&B%& '"&-&( '& -&&-"#&%%& %# V X R (τ ) '&&-%* "-%% c)&" xx
Rxx (k) =
⎧ p ⎪ ⎪ ⎨− αl Rxx (k − l) ⎪ ⎪ ⎩−
l=1 p
k>0
αl Rxx (−l) + σ 2
k>0
l=1
( σ H ('"$ %& -%, n #% '"*"& )*&( '& %& - & - % *& &*%($ '&&- %*J%%@ % 6 &&"$ ($ 7"4&(&4& '" -,$$ '& M &* "$( '& &"* 2
i
N −m−1 1 Rxx (m) = xn+m x∗n .. N − m n=0
&/
V!DIX
x*J%%$ % -,$$ '& &"* N −m−1 1 Rxx (m) = xn+m x∗n . N n=0
V!DQX
"-%, 4&"* -%&%) "2% '&-&$ -,$ '"*", '&(&-%& --$ '&"$(& *&( p $ '"-&4& '&"$( Vk = 1X α11 = −Rxx (1)/Rxx (0),
(6 ($ k = 2, 3..p
σ12 = (1 − |α11 |2 )Rxx (0),
αkk = − Rxx (k) +
k−1
2 αk−1,l Rxx (k − l) /σk−1 ,
l=1 ∗ , αki = αk−1,i + αk,k αk−1,k−i 2 . σk2 = (1 − |αkk |2 )σk−1
0"*", )*&( *&4 %-$ %'&"(-%%& '& &* -"*%%&4& "$(6 +&($ '"%#' *%*# **, -("&- &&%% '"&4%&&- -'"( %( Ep =
N −1
2
|epn | +
n=p
N −1
|bpn |2 .
n=p
A2 '"&4%& %%$ x -'"( &'"($$ -,"B%* n
epn = xn +
p
αpk xn−k =
k=1
p k=0
4( α = 1 A2 '"&4%& %%$ -,"B%* p0
bpn = xn−p +
p
αpk xn−k ,
∗ αpk xn−p+k
k=1
=
xn−p
p k=0
&
%( &'"($$
∗ αpk xn−p+k ,
4( α = 16 -(&& &2&%%& &*'%& &'"$B% DSIQ 4 W"4&* '"(&B% 4&"* *%*# E '& *&( %*%A+ -("&- &4"%%*6 (-*,* "-%%* -%&% ∗ p0
p
bpk = ap−1,k + app a∗p−1,p−k ,
- '"('&&B% & &*6 & '&@ '"(&%& %# "'&&B%, -%" (%%&4& "46 & $-$$ %&2+&(*,* &-* &-& ("%&4& )"6 * 2, '&% &"* −2 aii =
N −1 k=i
b∗i−1,k−1 ei−1,k .
N −1
(|bi−1,k−1 |2 + |ei−1,k |2 )
k=i
4&%%, &7#%, a %&$ %-% &7#%&&"B%$ $ %*%$ %("&%&* '&%& """%%& &&%&A% ii
znam(i) =
N −1
(|bi−1,k−1 |2 + |ei−1,k |2 ) =
k=i
znam(i − 1) · (1 − |ai−1,i−1 |2 ) − |bi−1,N −i |2 − |ei−1,i |2 .
&"* (&*'&# &(6 %--@J$ -$ *B( 6 '"*6 46 & @2& #&%"%, '" *&B%& '"(- '"&*6 -&*&B%& 2&%%&4& '&"$( &2&"&6 @2& '" *&B%& '"(- '"&* %&&"&4&6 -&*&B%& 2&%%&4& '&"$( 1@
'" ($ '"(- '"&* 2& -,&&4& '&"$(6 ,-$ "-%%@ '"&& %-%$ '"*"&'& "-%%@ 6 7* & '&@$ -,2&" '&"$( *&( *&B%& (@J5 -% '&"$( *&( *%A ('"@ σ 6 -,+&( ('" % 2%, "&-% 4&-&" & &*6 & %B%, '&"$(& (&4% 2 k
&
&2J*6 % * *, -,2" '&"$(& *&( 2&A N/26 4( N H & &&- "$( 0"-(* J %&& ""-6 &&",* *&B%& "&-&(-&-$ '" -,2&" '&"$( *&( &%%$ &A2 '"(%$ &'"($$ -,"B%*
OOPp = Ep
N +p+1 . N −p−1
%&"*#&%%, "" 6 '"*%$*, - 6 '" * 4&-, &'"($$ IKA = ln(E ) + 2(p + 1)/N. V!DRX 0"(&B%%$ 0"%&* -&"4"&%%$ '"(&%$ %#$ ""$ * -( p
p
AP F Kp =
p 1 1 N Eˆj
−
j=1
1 , Eˆp
4( Eˆ = (N/(N − j)) E . -,A'"%%, "" -,+&($ % 2%, "&-% '" (&B% '&(+&($J4& '&"$( *&( '"@ *%A$ V--$X @% (%%&4& "( '"-(* &"* '"%& *&J%& )'"6 &&"$ '&%(&2$ %* - "( VFFX j
j
σ 2 ∆t ρAP (ω) = |H(e )| ρn (ω) = , p |1 + (αk e−iωk∆t )| iωt 2
k=1
( ∆t H %"- -"*% *B( "-%&&&$J* &* '%%, *&( *&B%& &B%$ - *&( (&2- %&&"@ %%@ &*2%#@ -%A%4& 4% u6 '&* -%A%* &*'&%%* V:hy:UX x(ti ) = −
p k=1
αk x(ti−k ) +
q
βk n(ti−k ) +
k=0
q k=0
&
γk u(ti−k ).
V!DSX
$ &'%$ %#&%"%,+ -"*%%,+ "$(&- *&B%& '&&- *&( *%$@J*$ -& -"*% &7#%* '"*" *&( -%A%* &*'&%%* *%$@J*$ -& -"*% &7#%* V^:hy:UX *&B%& ' - -( x(t ) = − α (t )x(t ) + β (t )n(t ) + γ(t ) u(t ). V!!TX 7 *&( %%, '& '"*"* 1%%& &B% *&("&-% %%%,+ '& '"*"* -*& $ 7&4& *&B%& '&&- %%%@ "4"&%%@ *&( -( p
q
i
k
k=1
i
q
i−k
k
i
k=0
i−k
i k
i−k
k=0
x(ti ) = f (x(ti−1 ), x(ti−2 ), . . . , x(ti−n )) + n(ti ),
4( f H %%%$ %#$ "4*%&- 6 *&B%& --&( *&( 6 6 -%A%* &*'&%%* VM:hy:UX ("4 CDSE (&*%%%, *&( 6 - &&",+ 2, A* *%% % #-%&6 B *@ %%%, -&- 4"&%%, *&( %& -$%, ("%,* (%** **
"*% &&#$ %%& 2, -$% ("%#%,* "-%%$* 1* &&#$ '&&- ($ &*2%"&-%$ "%,+ -(&- *"%6 #@ '&%$ B*&4& 4%6 %'"*" %&* , $B "(%-("$ &&#$6 $-$@J$$ %%,* "4"&%%,* *&(&*6 '&-&$ &2"2,- %2@(%$ - + $+6 &4( B*, 4% -$% %2@(%$* % ("*%"&-%%&6 &+ CFGE $ -$ *&B 2, (% &-"#&%%,* %#$* *"#* %%$ %*J%%$ % B*&4& 4% s "*"%& p *%*%& ('" J$ '& %2@(%$* l "*"%& N -( sˆ = Hl, &%
4( H ) %&&"$ *"# '" 7&* -%, &-"#&%%, *"#, Q = E(ss )6 Q = E(ll )6 Q = E(sl )6 '&-%%$ ( %+&( "A% - -( ss
ll
sl
H = Qsl Q−1 ll ,
'&"&"%& &-"#&%%& *"# Dss = Qss − Qsl Q−1 ll Qls .
0&( B*,* 4%&* ( - (%A* *&B%& '&%* 4% &(%& (@J+ 4&"5 4B%%,6 %"'&"&-%%,6 '"&4%&%, "#6 %2@(%$ &$4%, A** r l = t + r,
-,(% 4%%& t *&(&* 6 - '"('&&B% %&"""&-%%& 4% A*6 &J-$$ '& &"* tˆ = Qtt Q−1 ll l.
1%$ &-"#&%%@ *"# A* *&B%& -, &-"#&%%@ *"# B*&4& 4% Qtt = Qll − Qrr .
$ %&"""&-%%&4& 2&4& A* Q = σ I, 4( I ) (%%$ *"#6 σ H ('"$ A* #% *"#, Q *&B 2, (% '& %2@(%$* % %B%& % '& &"* V!DIX V!DQX 1* %%$ %&$$ - **"@ &-"#&%%@ *"# Q 6 & {q } = R(|i − j|)
"#$ '"&-&($ - + B &+6 & %2@(%$6 & %"'&$#$ '&-&$ % 4% - ("4+6 '"&*B&%,+ &+ % %"- %2@(% 0"&4%&"&-% 4% f % P & -'"( B *&B 2, -,'&%%& *&(&* '" % %& N + P & &-"#&%%& %# '& &"* fˆ = Q Q l, V!!DX rr
2 n
2 n
ll
xx
ij
ft
&
−1 ll
4( Q "*"%& [P × N ] H -$ %B%$$ -%%& &-"#&%%& *"#, 4%6 "'&&B%%$ '&( *"# Q "*"%&@ [N × N ] '&"&"%$ &-"#&%%$ *"# ($ &"*& ft
tt
Df f = Qf f − Qf t Q−1 ll Qtf .
2*- /2 1
$ %%%&4& *&("&-%$ *&B%& '&&- %"&%%, *&"* %&&", &" &%&-,6 &2, % &%--$ % %+ '" &B% '"+ "&'&&-%$ %"&%%,+ -%%, %"&%%, -&% 24&("$ (&-%@ *&4 ]&- *&4 &("B 10 %"&%&-6 -$ *B( &&",* &2'-@ &&& 10 %'&- "&-& *&46 '&-&$@J 2,"& "A ( &4"&*%& &B%&6 - 2 %*& % & (B '"-, '&', "# 2&-,+ '"%#'&4& %#&%"&-%$6 '"('"%$, -& -&"& '&&-% UU - '"-%* &"&%,+ ` 6 '& &%, -&*&B%& '" "A% ( %"'&$# ''"&*#6 "'&%-%$ #6 '"&4%&"&-%$6 B$ (%%,+6 (%# *6 '"-%$6 # (" C!IE6C!TE "(% UU - '&$- '"-, *&( %"&% -%%, %"&% H 7& *6 '"&2"@J$ -+&(%& -&" X - -,+&(%& 4% y '& '"- 11
15
y = f (W X T + b),
4( z H -&" -&-,+ &7#%&-6 +""@J '% "# %"&% % "%, &*'&%%, -+&(%&4& 4%6 b H *J% '&$"#$6 f H %#$ -#6 '"(&%$ %#$ %"&% &)
]& '&*& *&(@ %"&% $-$$ '"'"&% %#$ -#$ &4& %"&% H '%$ %#$ p-( f (u) =
1 u≥0 0 u<0
V!!!X
.
"4& & '&*& %'"",-%& %# -# $-$$ 4*&(%$ %#$ @ %'&$"%@ 1 f (u) = V!!FX 1+e 2'&$"%@ f (u) = tanh(βu) V!!GX 4*&(%, %# 0" β → ∞ &2 4*&(%, %# "*$$ %# p-( ]& '&$ %%$ %#$ -# f (u) = u (%, %"&%, &23(%$@ - %"&%%, &* %,-$ 4"'' %"&%&- &(%&-,* %#$* -# -+&( B(&4& %"&% &$ '&' &(% & B -+&(%& -&"6 % -,+&( &$ &"*"$ -&"%, 4%6 &("BJ - - &*'&%% -,+&(, B(&4& %"&%&- &$ *"%& &4& -,+&(%&4& -&" "-% %"&%&- - & %&4&&%$ %#&%" '& (@J* '"%#'5 -+&(%& -&" '&' % -+&( B(&4& %"&%&- -+&(%&4& &$6 4& -,+&(%& -&" %&-$ -+&(&* '"&*B&%&4& &$ 0"&*B&%,+ &- *&B 2, %&& 0"&($ &2"2& * (&* -&" '&' % -,+&(%& &6 & %"&%&- - &&"&* &'"($ "*"%& ""@J4& -,+&(%&4& -&" %"&%%& &"* '"&2"&-%$ -+&(%&4& -&" X - -,+&(%& -&" Y ($ & '&*& "+&%& "+", *&B 2, '% - -( −βu
Y = F3 W3 F2T W2 F1T (W1 X T + B1 ) + B2 + B3 ,
4( W ) *"# -&-6 B ) -&" *J%6 F ) -&"%$ %#$ -# i)&$ &B%& '&6 & @2,* &* %%,+ i
i
i
&.
&- V- %# -# %%,X -&($ &(%&&%& %%& %"&%%& 0"'A* &"* -,+&(%&4& 4% i)4& %"&% - -( yi = f (ui ) = f
N
=f
wij xj + wi0
N
j=1
wij xj
,
j=0
4( N H "*"%& -+&(%&4& -&"6 (&'&%%, % x = 1 &&-- '&$"# -(%&6 & f ) '%$ %#$6 & %"&% &J-$ #@ -+&(%&4& -&" x ∈ R '& '"%#' 4& '"%(B%& &* %&* '&'"&"%-6 % &&", 4'"'&& w x = 0 "2- R &B%& -,$ "4*% %# -# "&$% *B( -&"&* -&- -+&(%,* -&"&* "&%6 %#&%"@J '& '"- 0
N
N
ij j
j=0
N
yi = f (ui ) = f (||X − Wi ||),
%,-$ "(%,* *&B #"&- -+&(%& -&" '& '"%#' '"%(B%& "& &"%& & - R $ "(%,+ %"&%&- - - %# -# & '"*%$@ %#@ y = f (u ) = e . V!! X 6 &* *A2"@J *"#, Q6 %#@ 2& &2J4& -( N
u2
i
yi = f (ui ) = e−ui Q T
T
Qui
i
− 2σi2
= exp −||X − Wi ||T QT Q||X − Wi || .
* &2"&*6 %"&%%$ *&B '&&-$ ($ "2%$ *%&4&*"%&4& '"&"%- 4'"'&&$* "* % &%%& & &2 ($ # -&"&- - %* *&B '&&-$ B ($ ''"&*# @2& %# 0" 7&* -+&(%& 4% & (&2%& 2,- &*A2"&- 6 &2, 4& %%$ B - ('&% [−1, 1] &&
B%A* 7'&* '" &(% %"&%%& $-$$ &2%6 '&(2&" '"*"&- -+ %"&%&- J- (- ' &2%$ H * 2 0" &2% 2 $ '"*", '&(2"@$ 2& % &%&- &""$# *B( -+&(%,* -,+&(%,* (%%,* V&2% '& p22X6 2& % &%&- &%"%# %"&%&*B( &2& 0" &2% * *$ %2&" &-,+ -+&(%,+ X &B(*,+ -,+&(%,+ 4%&- D '&&-%* *&(&&'*#6 '* '&-&"%$ #&- &2%$6 '"*", %"&%& '&(2"@$ 6 &2, (%%, -+&(%, 4%, '"-&( &*6 *&B%& 2& 2* &B(*,* %, %%$ '"*"&- *&4 '&(2"$ %& + %%$ &%$@$ +&($ "-%%$ '&%%,+ -,+&(%,+ 4%&- 4%* "-%%$ 0"-(* %&&", '"*", &2%$ 0"'"&%%$ &2$ '& &-,* (%%,* '& '"- ("&)p& w (t + 1) = w (t) + ∆w , V!!IX ∆w = x (d − y ). 1( w (t) ) -&-& &7#% i)%"&%6 -$%%, j ) &*'&%%& -+&(%&4& -&" X % k)"# &2%$ ,+&(%& 4% %"&% y &B(*& %% d ($ '"'"&% '"%*@ && (-&%, %%$ 0 1 2% '&-&"$$ *%&4&"%& ($ *%*# %# '&4"A%& V#-& %#X E 6 J -4& *@J -( ij
ij
ij
j
ij
i
i
ij
i
i
1 1 (k) (k) (k) (k) 2 E= ||Y − D || = (yi − di )2 , 2 2 i=1 p
p
k=1
k=1
M
4( p &% &-& '"(3$-$*,+ &2@J+ -,2&"&6 M H & %"&%&- -,+&(%&4& &$ $ 6 -@@J+ %"&%, %'"",-%& %# -# *&B%& '&&- 4"(%%, *&(, &'*# 0&7&* %#@ -# p-( & ''"&*"@ 4*&(%& %# V!!FX V!!GX (&&%& 2&A* %%* '"*" &2
$ '&(2&" '"*"&- w *%*# #-& %# '&@ 4&"* &2"%&4& "'"&"%%$ &A2 $ %#@ E(w) %'"",-%& 4& -, '&'"- -* -,+&(%&4& &$
β E(w)
W (t + 1) = W (t) + ∆W, ∆W = ηP (W ),
V!!QX
4( η ) &7#% &2%$6 P (W ) ) %'"-% - *%&4&*"%&* '"&"%- '"*"6 - &* *&( %&"A4& ' 7& %'"-% &2"%& 4"(% #-& %# P (W ) = −∇E.
$ &'"(%$ '&'"-& '"*"* '"(,(J4& &$ *&B%& -&'&&-$ & B &"*&6 '"(-"%& &'"('&4"A%& % -,+&( 7&4& &$ 0"- '&4"A%& % '"(,(J "&-% *&B%&6 '&(- % 2,-A -,+&(6 '&*, '" -+&(6 &&%% -,+&(%&4& 4% & &B(*&4&6 *%- %# -# + '"&-&(%,* *&"* - - '"*" (-+&%@ - &(%&4& &-&4& 4%6 -,+&( &&"& &'"($$ -,"B%* yk = f
K
(2)
wki νi
=f
K
i=0
(2)
wki f
N
i=0
(1)
wij xj
j=0
r-$ %#$ ',-$ - -( E=
M 1
2
(yk − dk )2 =
k=1
4"(% &("B &*'&%%, ∂E (2)
∂wki
M 1
2
K 2 (2) f wki νi − di i=0
k=1
(2)
= (yk − dk )
df (uk )
2/
.
(2)
duk
(2)
νi = δk νi ,
4( u = w ν &'"($ '&'"- '"*"* w -,+&(%&4& &$ 0&'"- '"*"* w '"-&4& &$ &'"($@$ '&&-%* -,"B%$ (2) k
K j=0
∂E (1) ∂wij
(2) kj j
=
M k=1
(2) ki
(1) ij
(2)
(yk − dk )
df (uk ) (2) duk
(1) (2) df (ui ) wki xj (1) dui
(1)
= δi xj ,
4( u = w x * &2"&*6 ($ '&&-%$ 4&"* &2"%&4& "'"&"%%$ &A2 -B%,* &,-$ -,% 4"(% % B(&* "&-% $ 7&4& &,-$ (&2%,* '&&- &'"$B%%, 4", 6 %'"-%$ (4 - &&",+ *%%, % &2"%, +&(%,* %'"-%$* 6 * &'&-%, &7#%, H '"&-&(%, %# -# '& -+&(%,* 4%* &"$ 4"&- ( '"&, &"*, ($ -,%$ 4"(%&- &(%&"%& &'"(% '&'"-& '"*"* '"-&( *%A%@ &&%%$ -,+&(%,+ 4%&- & &-,+ 2,%& &2% '""J$ '" (&B% %&&"&4& (%%&4& "&-%$ '&4"A%& (%&6 &%& *&B %$ (%& -"*$6 *&4 -&% &B%& &,%* 4&2%&4& *%** #-& %# '" % 2&A&4& &%,+ *%**&- $ &"%$ &2%$ '"(&-"J%$ "-%$ &%,+ *%**+ '&@$ '#%, 4&"*,6 %'"*" '&'$#&%%, 4&"*, &'*# C!TE &B%& "&B #-@ %#@ - "$( (1) i
N j=0
(1) ij j
1 E(w + p) = E(w) + g t (w)p + pt H(w)p + . . . , 2
4( g(w) = ∇E H -&" 4"(%6 H(w) H *"# '"&-&(%,+ -&"&4& '&"$( 4&"* %&"A4& ' *&*%&* '&'"- '"*"* &'"($@$ *&(#"&-%%& &"*& ∆Wk = ηk Pk + α(Wk − Wk−1 ), 2
4( k H %&*" "#6 &7#% *&*% α '&(2"$ %"- [0, 1] 6 &2, - '&'(%$ - &%, *%**6 &4( P ≈ 06 (& %4& -,2"$6 '" 7&* '" &2%$ % (&B% &$ "+&($J*$
4&"* '"*%%& *" &%&-% % "&B% #-& %# (& %&- -&"&4& '&"$( 0""-%-% %@ '"&-&(%& ( -,"B% p = −H −1 g,
BJ - &%&- %@&%&-&4& 4&"* &'*# 0"*%% 7&4& 4&"* "2 '&&B%& &'"(%%& 4% % B(&* A4 4&"* -*& 4% '&$ 4& '"2B% Y 2&%- '""& 4"(% % k A4 r = g − g 6 V = G *&B%& ' (&2%, "#&%%, &"*, k
2&
−1 k
k
k
k−1
rkT Vk−1 rk sk sTk sk rkT Vk−1 rk sTk Vk = Vk−1 + 1 + − , sTk rk sTk rk sTk rk T Vk−1 rk rkT Vk−1 sk sTk Vk = Vk−1 + T − . s k rk rkT Vk−1 rk
0" %%&* %% V = 1 *&B%& &2' '&&B%@ &'"(%%& ''"&*#&%%& *"#, 4% 2,"@ +&(*& 4&"* 4&"* -%2"4) "-"( 4% ''"&*"$6 '&&-%* &("BJ$ - 4"(% %&"*#6 &* "4$"#&%%&4& &" 2&%- e = y − d 0
⎛ ∂e
i
i
i
⎞ ∂e1 . . . e1 ∂w ∂wn ⎜ ∂e21 ∂e2 ⎟ ⎜ e2 ⎟ . . . ∂w ⎜ ∂w1 ⎟ ⎜ ⎟ n e = ⎝ ⎠,J = ⎜ ⎟, ... ⎝... ... ... ...⎠ ∂eM ∂eM ∂eM eM ∂w1 ∂w2 . . . ∂wn ⎛
⎞
1
∂e1 ∂w2 ∂e2 ∂w2
V!!RX
'&* -,"B%$ ($ 4"(% ''"&*"@J 4% 2
*"#, g = J T e,
V!!SX
G = J T J + R,
4( R ) &*'&%%, 4% 2& -,&&4& '&"$(6 &&", *%$@$ "4$"#&%%,* &"&* R = ν · 1 H '"*"&* -%2"4) "-"( ν 6 (&*%&B%%&* % *"# (%# `&* '"*" - % 4&"* '"($ %%6 *%&4& 2&A &2-%%&4& %%$ *"#, J J 6 *%*#$ -,'&%$$ %'"-% −g/ν 1* 4& %% *%A$ - 2& J-%%@ "& %% 4" '"-& 4*& - &"* ($ G6 % &'"(%%&* 7' 4&"* '"-"J$ - 4&"* ) @&% -("%& +&(*&@ &'*%&* "A%@ 0&(2&" &7#% &2%$ 4" -B%@ "& - 4&"*+ &2"%&4& "'"&"%%$ &A2 A&* *& %% '"-&( (%&* &2%@6 2&A& H 8'"'",4-%@9 *%** %&2+&(*& -&-" &*&B%& ('-%& *%% &7#% - '" &2%$ '"*"6 '&4"A%& √ ε = E % i A4 &2%$ &B$ 2&A6 * k ε 6 4( k ) &7#% (&'*&4& '""& '&4"A%&6 *&B%& -&'&&-$ -,"B%* T
i
i
w i−1
w
ηi+1 = ηi pd ,
4( p H &7#% *%A%$ η B '&4"A%& % '"-, k ε 6 *&B%& '&&- -,"B% d
w i−1
ηi+1 = ηi pi ,
4( p H &7#% -%$ η &B%& '&&- ($ B(&4& &$ %% 1 d
η ≤ min
ni
,
4( n H &-& -+&(&- i %"&% - & (%&%%&4& '&(+&( ( % J- i
2
W&A& -$% % -& "A%$ ( &,- & &- %"&%%& & %"&%&- - %+ (%&%%&4& '"- '&(2&" ( B % J- (%&6 ( ,- &6 & %(&&%& &-& %"&%&- % '&-& (& (&&%& '% &2&2J%$ ($ &B%&4& 4% A&* 2&A& & %"&%&-6 %&2&"&6 '"-( ('# A** 0&4"A%& &2%$ % &-,+ (%%,+ &'"($ '&4"A%& &2&2J%$ % "2&+ (%%,+ "&* 7&4&6 $6 & '&4"A%& &2&2J%$ - & &%&A%$ &- &2@J+ -,2&"& p %%@ %&&"&4& '"*" η6 &"B@J4& *" &B%& 6 %& -$%%&4& &* -$ - % 0"(&B%& &'"($ -"+%@@ %B%@@ 7& *", '& &"* 2
K N ≤ η ≤ 2Nw (1 + lgNn ), 2
4( -("%,* &2* &2&%% #$ 6 N H "*"%& -+&(%&4& -&"6 K H & %"&%&- ",&4& &$6 N H &2J & %"&%&- 6 6 N H & -&- (%&6 & %B% %% '"2%& "-%& &- -&-6 -$,-@J+ -+&(%& ",, &6 -"+%$$ 4"%# '"-,A (-&%%& &-& -&- - - *", &B%& *&B%& '&&- & -&- 6 +&"&A -& &2&2J%$ (&4$6 &4( &-& &2@J+ -,2&"& - %&& " '"-,A 7 -% "&%%, & *@ " &$6 '" 7&* '"*%% &"*, &*&4&"&- & %'"",-%& %#6 "%&"*"@J N ) *"%& *%&B-& -+&(%,+ (%%,+ - M )*"%, -,+&(%& -&"6 ( ($ ",&4& &$ &'*%& & %"&%&- (2N + 1)6 4( N H & %"&%&- -+&(%&4& &$ $ '&(2&" "+", *&4 '&&-$ '#%, *&(, %"J-%$6 "(# "&* 7&4&6 ( ,- & 6 & (%& &2%6 +&$ '"-&( J -4& %'"",-%&* *%A%@ #-& %#6 *&B - +(A%@ &2&2J@J+ -&- 6 ('# A** * &2"&*6 *%&4& '" &(% %"&%%& % '&(($ n
w
2%
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yn =
L
xn−i wi +
i=0
L
xn−j wij +
j=0
L
xn−k (wijk + . . .)
,
k=0
4( B($ ** &&-- "# -+&(%&4& 4% x L &*'&%% %%,* "&* '"-&4& '&"$( *'%& +""&6 &&"@ ( " (@J4& "&-%$ ( &"* *&B 2, '"'% - -( "&B%$ &"" yn =
L i=1
wi xn−i +
L L
wij xn−i xn−j +
i=1 j=0
L L L
wijk xn−i xn−j xn−k +. . .
i=1 j=0 k=0
+
L i1 =1
...
L ik =1
wi1 i2 ...ik xn−i1 . . . xn−ik .
0&(&2%$ *&B 2, '&&-% ($ (%# @2&4& %%%&4& &26 "# A*&-6 '"&4%&"&-%$ 4% (" 2& """%%,+ &%&-% % '&( -,+&(%&4& 4% ("B& % -+&( p&$6 '& - -(*&6 &4& "&( 2
% -"@$ - '""&(6 + '&&-% '& &2%$ '& '#%,* 4&"** &,-$ '&%,* %&6 + '&*&J@ *&B%& &'"( *"#, ("&-%%& (%*& *, '& %2@(%$* &"*"&-%%&4& @ 4% - "%&* -"*% 0& - -(*&6 - -%%,+ %"&%%,+ $+ -$ *B( %"&%* -@$ '" + &(%&-"*%%& -# `& %A& &"B% - *&( p226 &&", '"(&B '"-& &2%$6 - &&"&* - %"&% *%$@$ '"&'&"#&%%& -+&(%&* -,+&(%&* 4% % *&B%& '
∆wij = ηyi yj .
∆W = ηyX = ηX T W X = CW,
4( C ) &"$#&%%$ *"# -+&(%&4& 4% $ 2# &2%$ %B%& '&&- &7#% 2,-%$ γ %&"*"&- -&-& -&" % B(&* A46 &2, ||w|| = 1 wij (t + 1) = wij (t)(1 − γ) + ∆wij
p22&-6 &"$#&%%, %+&($ A"&& '"*%% '" "A% ( % 4-%,+ &*'&%% 4% "(%$ 4% % %-*, &*'&%%, 2% 2 $ '"*%$$ ($ *&&"4%# % &%&- &%"%# &&$ 2&A&4& &2"2,-@J+ -+&(%& 4% %"&%&- & %,* %%,* '"*"* W "&%6 ($ &&"&4& "&$% ||X − W || - *, -,2"%%& *" &,-$ *%*%,*6 %&-$ '&2(* % '&(-"4$ &2%@ -* %"&%* %&&"& 4& &"%& 4&"* &+&%% &2% i %"&% '"&-&($ '& '"- i
i
Wi (k + 1) = Wi (k) + ηi (k)G(i, X)[X − Wi (k)],
4( G(i, X) ) *" &(-6 %'"*" &-$ d2
− 2λi2
G(i, X) = e 2)
,
( λ ) "&-% &(-6 d ) "&$% & %"&%)'&2($6 &&"& *&B -,2"$ '& " 4&"* %"&%%&4& 4 2& 7-%&*6 * 4&"* &+%%6 &(-& W&#*%&-& di
G(i, X) = e− λ ,
d - & -%, "&$%$ ||X −W || *&&"4%# '"*%$@$ ($ &("&-%$ &2"B% J 2& (&2%,* &,-@$ *&&"4%@J$ %"&%%, 6 '&"&%%, % 2 &" %+ *%&B-6 &&", *&4 '"&-&%& &%&@ ''"&*"&- @2@ %%%@ %#@ *%&4+ '"*%%,+6 "A ( # B$ (%%,+ C!IE i
i
, -$ '&"$ 3 ,44 - ' -
0"-(* %&&", &%&-%, -(%$ &" ("%#%,+ "-%% (%*+ *6 '&-(% &&",+ &',-$ 7* "-%%$* CRTE6C!DE6CFFE %* "*&"% '"&A4& %%&4& ("%#%&4& "-%%$ '"-&4& '&"$(6 *@J4& -( dx V!FTX + p(t)x = f (t). dt W(* p(x) f (t) %'"",-%,* %#$* t - & &26 - &&"& "2$ '"&%4""&- %%& "-%% f (t) ≡ 06 "-%% V!FTX %,-$ %%,* &(%&"&(%,* %%& "-%% * "A% − p(t)dt
x = ce
,
c = 0.
A% %&(%&"&(%&4& "-%%$ *&B%& '& *&(&* -"# '&&$%%& %& 2( (,-$ %&&"&4& %&4& "A%$ 2.
%&(%&"&(%&4& "-%%$ &2J4& "A%$ &(%&"&(%&4&6 (&*%&B%%&4& % &%% c 1
−
x=e
f (t)e
p(t)dt
p(t)dt
−
dt + c1 e
p(t)dt
.
* &2"&*6 &2J "A%6 &',-@J "&"@ x(t) (%*& *, '"-&4& '&"$( - &(%&*"%&* &-&* '"&"%-6 % -+&( &&"& '&' -&(- f (t)6 'A$ - -( t
x(t) = x0 (t) +
h(ξ)(t − ξ)dξ. 0
$ *'& &-& (%*& *, -$% %%,+ &- %* -"*% 2( *%A$ lim x0 (t) = 0, t→0
%&--A$$ "&"$ 2( &',-$ %,* "A%* %4"&*)-"& t x(t) =
h(ξ)f (t − ξ)dξ, −∞
4( h(ξ) ) *'%$ +"" -&-$ %#$ B% '"( %4""&-%$ -$ "-%,* %@6 '&&* & ($ "*,+ %,+ * h(ξ) &% & %$ A ($ '&&B%&4& %%$ "4*%6 % "&"@ &23 % &,-@ -$% %%$ f (t) - 2(J* 0 h(ξ) = h(ξ)
ξ < 0, ξ > t . 0≤t<ξ
%%& ("%#%& "-%% n)4& '&"$( ',-$ -( a (t)x + a (t)x + ... + a (t)x˙ + a (t)x = u(t), V!FDX 0
(n)
1
(n−1)
(n−1)
2&
n
x˙ = x , x¨ = x , . . . , x = x %-%,* %#$*6 V!FDX -&($ * n "-%% '"-&4& '&"$( ⎧ 1
(n−1)
2
⎪ x˙ = x1 ⎪ ⎪ ⎪ ⎨x˙ = x 1
⎪ ... ⎪ ⎪ ⎪ ⎩x˙
n−1
0"'A* V!FDX - -(
n−1
2
= f (t, x, x1 , . . . , xn−1 )
V!F!X
f (t) ≡ 06 "-%% 2( &(%&"&(%,* %%,* ("%#%,* &'"&"&* %&-* x(n) + p1 (t)x(n−1) + . . . + p(n−1) (t)x˙ + pn (t)x = f (t),
L[x] = x(n) + p1 (t)x(n−1) + . . . + p(n−1) (t)x˙ + pn (t)x.
% &2( -&-&* %%&
L[αx + βy] ≡ αL[x] + βL[x],
4( α β H &%%, A%* &(%&"&(%&4& "-%%$
L[x] = 0
%'"",-%,* % [a, b] &7#%* p (t) 2( %%$ &*2%#$ x = c x n %%& %-*,+ % 7&* &" "A% x '"&-&%,* '&&$%%,* &7#%*
- &7#%, p (t), i = 1, 2, . . . , n '&&$%%,6 %, "A%$ &(%&"&(%&4& "-%%$ *&4 2, %(%, - -( x = e 6 4( k H '&&$%%$ 0&(%&- ( +""& "-%% i
n
i i
i=1
i
i
kt
a0 (t)k (n) + a1 (t)k (n−1) + . . . + a(n−1) (t)k + an (t) = 0,
&&"&4&6 '" &- & - &"% p (t), i = 1, 2, . . . , n "%,6 %+&($$ n %%& %-*,+ "A% &4( &2J "A% * -( i
x = c1 ek1 t + c2 ek2 t + . . . + cn ekn t . 22
B &"% k 2( * "%& α 6 * 2( &&--&- &*2%#$ "A% i
α i −1
i
cji eki t = (c0i + c1i t + c2i t2 + . . . + cαi −1 tαi −1 )eki t .
j=0
A%* %&(%&"&(%&4& "-%%$ L[y] = f (t)
2( ** 4& %&&"&4& %&4& "A%$ x˜ &2J4& "A%$ &(%&"&(%&4& "-%%$ x = x˜ +
n
ci xi .
i=1
A% x˜ *&B%& '&(&2"6 -&'&&-$ *&(&* -"# '&&$%%& *&(&* &A 0&(% @$ - &*6 & -%& -$J & &(%&4& '"*" "A% &(%&"&(%&4& "-%%$ K(t, s)6 (&--&"$@J &-$* ˙ K(s, s) = K(s, s) = . . . = K (n−2) (s, s) = 0,
K (n−1) (s, s) = 1,
& - 7&* %,* "A%* %&(%&"&(%&4& "-%%$ 2( t x˜ = x(t) =
K(t, s)f (s)ds, t0
(&--&"$@J %%,* &-$* x(t0 ) = x(t ˙ 0 ) = . . . = x(n−1) (t0 ) = 0.
$ %"'"#$ %# K(t, s) *&B 2, &-5 ' (& *&*% -"*% s (%*$ * %+&( - &&$% '&&$6 *J% && -,-%& & f (t) &%& & %$ A '"&*B s < t < s + ε6 '"* *' 7& , "-% D ε
s+ε
fε (τ )dτ = 1.
s
//
&4(6 '" ε → 06 - '"('&&B%6 & f (t) H @2$ %&'&&$%%$ %#$6 *&B%& '&6 & ε
s+ε lim xε (t) = lim K(t, τ )fε (τ )dτ = K(t, s).
ε→0
ε→0
V!FFX
s
$ %#$ %& %-% *'%& +"" 0"(-%#@ f (t) - -( **, %# f (t)6 &%,+ & %$ A % *,+ '"&*B+ ∆t 6 *&B%& "*"- -$% %'"",-%& (-@J ,6 %&B% -$% *4%&-%%,+ *'&i
i
t x(t) =
K(t, s)f (s)ds ∼ =
N
K(t, si )f (si ).
i=1
t0
0&& "-%% V!F!X ( %%@ (%*@ * '&"$( n6 #&%"%$ "&"$ %&4&6 *'& &-&4& &23 -%&- &',-$ %4"&*)-"& t x(t) =
h(ξ)f (t − ξ)dξ. 0
B%, +"" (%*& *, '&@$ '" '&'% % -+&( %&&",+ &-,+ %# 6 % -+&( '&' f (t) = δ(t) H δ)%#$ "6 '&* *'%@ +"" *,6 %&4%@ V!FFX t x(t) =
h(ξ)δ(t − ξ)dξ = h(t). 0
0&'% % -+&( %# p-( V!!!X ( +"" *, t
x(t) =
h(ξ)H(t − ξ)dξ = Hp(t), 0
/
%,-*@ '"+&(%& %# 0&'% % -+&( &*'%& 7'&%%, f (t) = e ( % -,+&( B 7'&%%6 (&*%&B%%@ % '"(&%@ %#@ *, pt
t x(t) =
h(ξ)ep(t−ξ) dξ = W (p)ept . 0
0" "2& ("%#%,* "-%%$* 2,- (&2%& '&&- &'"&"%, '&(+&( 2&%* dk x D x= k, dt k
&4( "-%% V!FDX *&B 2, '%& - -(
(n) (n−1) + . . . + a(n−1) (t)D + an (t) x = F (D)x = u(t), a0 (t)D + a1 (t)D
- &&"&* -,"B% F (D) = a0 (t)D(n) + a1 (t)D(n−1) + . . . + a(n−1) (t)D + an (t)
%,-$ &'"&"%,* *%&4&%&* &B%& *6 & F (D)ekt = ekt F (d), F (D2 ) sin at = sin atF (−a2 ), F (D2 ) cos at = cos atF (−a2 ),
V!FGX
F (D2 )ekt v(t) = ekt F (D + k)v(t).
&* (-$ &'"&" "A% "-%%$ x=
1 F (D)
% %'"",-%@
1 u(t). F (D)
&* -&(-$ F (D) % x $-$$
1 u(t) = u(t). F (D)x = F (D) F (D)
/
u(t)
$-$$
&*& -,A6 % -+&( (%*& *, '&($ 7'&%% u(t) = e 6 & *&B%& ' pt
x=
1 1 pt u(t) = e = W (D)ept , F (D) F (D)
4( W (D) H '"(&%$ %#$ *, 1',-$ %& "A% " -" '&* t
x(t) =
t
h(ξ)ep(t−ξ) dξ = ept 0
h(ξ)e−pξ dξ = ept L [h(ξ)],
0
4( L [f ] H &(%&&"&%% '"&2"&-% ' @( *&B%& @6 & '"(&%$ %#$ (%*& *, W (D) =
1 =L [h(t)] F (D)
%'&"(-%%& -$% " '"&2"&-% ' *'%& +""& *, 0" -,-&( 7&4& " '"*" p *%$$ % &'"&" D B '"('&4$6 & a = 16 * *'& &- $-$$ %& * % $-$$ %&6 "2$ -,'&%$ (-+&"&%% '"&2"&-% ' 1
L b [f ] = L[f (t), p] + L[f (−t), −p].
p""* (%*& *, $-$$ B &*'%$ &%$ +"" W (iω)6 "($@J$$ % *'(%@ A &-@ ψ &%, +"" A(ω) = |W (iω)|,
ψ(ω) = arg[W (iω)].
% -+&( (%*& *, '&' 4"*&% 4% u(t) = a cos(ωt + ϕ)6 & &&* 2( x(t) = aA(ω) cos(ωt + ϕ + ψ(ω)),
&( -(%&6 & % -+&( %%& (%*& *, '&' 4% & '"&* S(ω)6 '" -,+&(%&4& 4% 2( * -( W (ω)S(ω)6 '" 7&* B(& &-$@J *&B '&$-$ &-& B% *%$ *'( /
3 , %
&"$ -"J%$ 1* -&"4 #%" * "&$ % &%&- "-%%$ VD!X6 &&"& *&B 2, '"'%& '&&*'&%%%& &%&@ (& &-$@J+ '"-&4& '&"$( - -( "-%% `") -$6 AΩm ˙ 1 + (C − A)Ω2 m2 + Ωc˙13 − Ω2 c23 + h˙ 1 − Ωh2 = L1 , AΩm ˙ 2 − (C − A)Ω2 m1 + Ωc˙23 − Ω2 c13 + h˙ 2 + Ωh1 = L2 , CΩm ˙ 3 + Ωc˙2 3 + h˙ 3 = L3 ,
V!F X
- &&",+ Ω = 7.292 · 10 "(e H &"& -"J%$ 1*6 C H &-&6 A H 7-&"%, *&*%, %"# 1*6 *, -%, m (@ '&'"- -&" 4&-& &"& −5
i
ω1 = Ωm1 ,
ω2 = Ωm2 ,
ω3 = Ω(1 + m3 )
&*'&%%, c &'"($@ -&*J%$ ∆I %&" %"# i
⎞ ⎛ I12 = − xyρdV I = − zxρdV I11 = (y 2 + z 2 )ρdV 13 2 2 ⎠ ⎝ I= I22 = (z + x )ρdV I23 = − I21 = I12 2 yzρdV I32 = I23 I33 = (x + y 2 )ρdV I31 = I13
% &%&%&4& *&*% &- (-B%$ &'"($$ h=
ρ[r × v]dV
'"-& "-%% !F &$ &*'&%%, -%A%+ L "-%%$ `")-$ *&4 2, '"'%, - -( im ˙ + m = ϕ, σc dϕ3 dm3 = , dt dt
/%
V!FIX
( σ H %("&- &6 m = m -&2B(@J %#6 ϕ = ϕ + iϕ 6 c
1
+ im2
1
6 - '"-& &$
2
1 dc23 dh2 2 c + Ω + (Ω + Ωh − L2 ), 13 1 Ω2 (C − A) dt dt 1 dc13 dh1 (Ω2 c23 − Ω + Ωh2 − + L1 ), ϕ2 = 2 Ω (C − A) dt dt t 1 ϕ3 = 2 (−Ω2 c33 − Ωh3 + Ω L3 dt). ΩC ϕ1 =
V!FQX
0
0" -+&(%&* -&(- &*'&%%* ϕ(t)6 ϕ (t) "A%$ '"-&4& -&"&4& "-%% !FI *@ -( z
⎡
m(t) = eiσ0 t ⎣m0 − iσ0
t
⎤
ϕ(τ )e−iσ0 τ dτ ⎦ ,
−∞
V!FRX
m3 (t) = ϕ3 (t) + m30 ,
4( m m ) %&&", &%%,6 &'"($@J$ %%,* &-$* * &2"&*6 &"& -"J%$ 1* -$% &*'&%%& -&2B(%$ ϕ (t) &-(%,* &2"&*6 ( -&"&4& "-%%$ V!FRX A% ($ (-B%$ '&@ "*&"* 2& '&("&2%& %& *&B 2, '"'%& - -( 0
30
3
t m(t) = eiσ0 t m0 − iσ0
ϕ(τ )eiσ0 (t−τ ) dτ,
−∞
-$% %%,+ &- ($ &-& *, & -"*%* +&( % %6 - &'"($$ %,* "A%* %&(%&"&(%& *,6 *@J* -( %4")-" ]%("&-$ & & '"(-$$ - -( i , σc = 2πf0 1 + 2Q /
4( f H & &2%6 Q H (&2"&%& &4%& %*6 (%%,* - CRDE f = 0.843 # - 4&(6 Q = 175 (% &%&-%,+ (6 -&%@J+ '" (&-% -"J%$ 1* H % -&2B(@J+ %# 0"(&%& %# ($ "-%%$ (-B%$ '&@&- $-$$ σ W (D) = , V!FSX iD + σ *'%& +""& h(t) = −iσ e . V!GTX 0
0
c
c
c
iσc t
3 5 6
*%&* W@ ""2&%, *&(, ($ % -&" &&$%$ (%*& *, C!DE6 CFGE " *% '&-&$ ""%%&6 % &%&- '"&"%,+ (%%,+ & "'"(% %,+ -%6 &%$ '& %2@(%$* &&$% *%&4&*"%& (%*& *, &-$* '"*%*& *&( $-$@$ %2@(*& (%*& *,6 %&""&-%& 4% A*&-6 *"&-& &( % B*&4& 4% &%&-% % "A% "-%%$ "4" *B( %& '&4"A%&@ %-%$ B*&4& 4% %-$* %2@(% 0 (%*$ * (% - *"%&)-&"%&* -( x(t) ˙ = G(t)x(t) + F (t)v(t),
4( v(t) H -+&(%& 4%6 J -4& A* 2@(*$ -% z(t) = C(t)x(t) + r(t)
&$4% '&4"A%&$* r(t) 0&&B* %2@(%$ '&'@ ("%, *&*%, -"*% j = 1N¯ $ ("%& *, &"*"@J " *&B 2, (% - -( x(j + 1) = A(j)x(j) + B(j)v(j), /)
($ %'"",-%& &% *&B 2, ("&-% tj+1 x(j + 1) = Φ(tj+1 , tj )x(j) + Φ(tj+1 , τ )F (τ )v(τ )dτ, tj
( Φ(t , t ) H %(*%%$ *"# *, 1%$ &-"#&%%@ *"# A*&- R =< rr > *$ - %&&", *&*% -"*% '"&"%, % &&$%$ x &-"#&%%& *"#, '&4"A%& P 6 B*, 4% *&B%& % '& +* i
j
T
− j
− x
x+ (tj ) = x− (tj ) + K(tj )(z(tj ) − C(tj )x− (tj )), K(tj ) = Px− (tj )C T (tj )[C(tj )Px− (tj )C T (tj ) + R(tj )]−1 , P + (tj ) = P − (tj ) − K(tj )C(tj )Px− (tj ), x− (tj+1 ) = Φ(tj+1 , tj )x+ (tj ).
V!GDX
"# K(t ) %& %-% *"#, %$ 1'A* (%*@ *&( -"J@J$ 1* - *"%&) -&"%&* -( - "*%+ '"&"%- &&$% m ˙ = Gm + F χ, V!G!X j
4( m =
m1 m2
6
χ1 χ= χ2
6 *"#, 4& '& - -(
F =
−β −σ0 σ0 −β
= −G,
4( σ β H (-%$ *%*$ %("&-& &, 0
σc = σ0 + iβ = 2πFc + i
A% "-%%$ *, V!G!X
|λI − G| = 0
( +""
λ1,2 = −β ± iσ0 . /.
πFc . Q
%(*%%$ *"# *, *&B 2, %(% - -( Φ(t, t0 ) = Θ(t)Θ−1 (t0 ),
4( Θ(t) = Hϕ(t)c 0 &%% D6 &4( *"# &2-%%,+ -&"&- *&B 2, '&% - -( *"# ϕ(t) * -(
1 1 H= , i −i
λt e 1 0 . ϕ(t) = 0 eλ2 t
,%$ (@ ($ %(*%%& *"#, V!G!X -,"B% Φ(t, t0 ) = e−β(t−t0 )
cos σ0 (t − t0 ) − sin σ0 (t − t0 ) . sin σ0 (t − t0 ) cos σ0 (t − t0 )
'"6 '&&-%* &"* V!GDX6 +* *%&-& "# &* -+&(%&4& -&2B(%$ *&B%& ' - -( m+ (tj ) = m− (tj ) + K(tj )(z(tj ) − C(tj )m− (tj )), K(tj ) = Pm− (tj )C T (tj )[C(tj )Pm− (tj )C T (tj ) + R(tj )]−1 , P + (tj ) = P − (tj ) − K(tj )C(tj )Pm− (tj ), tj+1 ξ(tj+1 , τ )v(τ )dτ. m− (tj+1 ) = Φ(tj+1 , tj )m+ (tj ) + F
V!GFX
tj
0" 7&* ($ %2@(% '&&- *&( z = Cm + r,
4( C H %-,"&B(%%$ (4&%%$ *"#6 r ) A* %2@(% &-"#&%%& *"# R(t) -(%&6 * %2@(* %2@(@$ &2 &-$@J (-B%$ '&@ /&
33 &$'#
0" &2"2& %2@(%,+ (%%,+ %"(& -&%@ (6 '&-%%, %&""%& ( 2& %&-, &%&%& &A2& %2@(%6 2& *@ %(%-%%& "A%6 %,* &-*6 &% % (&--&"$@ &-$* &""%& '&
(*"5 DX "A% (&B%& J-&- !X "A% (%-%%& FX "A% %'"",-%& - & +&(%,+ (%%,+ &4& -"*$ '&(&2%, ( % %+&( "A%$ GT) + 4&(+ UU - ($ "A%$ + ( +&%&-,* 2, '"(&B% *&( "4$"# CR!E6CRFE6CRGE % '"4&(% ($ "A%$ (6 ($ &&",+ -%&6 & "A% '"%(B %&&"&* *%&* *%&B- ( *&4 2, &%%, &-%&)&""%,+ '& +&%&- ( 0 '"&2"&-% ($ %%,* &'"&"&* A x = Au.
&""%$ ( -&%&-%$ *%*# %#&%
u
*&B 2, "A%
V!GGX ( u ) '"&"%, '"('&&B%$ &%&%& "A%$6 α H '"*" "4$"# %%, %#&% &$ & ""$ )4"%B *%*# -(" %-$ %* %6 +""@J4& '"&"%, '"('&&B%$ &2 &*&* "A%6 *%&B%%&4& % '"*" "4$"# '"&"%, '"('&&B%$ & "A% *&4 -&($ '"('&&B%$* & %#6 &&"&* &%& '"%(B 6 '& '"%(BJ4& L "A%$6 *@J4& *%*%@ %&"*6 '&&2%&4& '"- %2@(%$* x6 '"-&( % - '"-& V!GGX -( α||u|| 0& "A%$6 '"%(BJ4& W *%*%& %&"*& '"-&( 2&" α(||u|| + ||u|| ˙ ) A% %+&($ '* *%*# V!GGX - '" "# *%A@J*$ %%* '"*" "4$"#6 &4&-%%,* &2&2J%%& %-$& Φ = ||x − Au||2 + α||u − ua ||2 ,
a
2
2
2
½&
2
2 1
!#'#./ &* & / ! ""/ ($#0!' " 1
/2
$ &'"&"6 (%%&4& '"2B%%& *"# C 6 %2@(% l t '&4"A%&$* ε δ &&--%%&6 '& &'&-*&4& '& &%& "A%$ z -($ '& "#&%%& +* z α = (C T C + α)−1 C T l,
4( z H "A%6 &&--@J %%@ '"*" "4$"# α *%A@J$ '&(&-%& 1%% α '&(2"$ &&-- ""* &2&2J%%& %-$ α
||l − Cz α || = δ + ε||z α ||.
&""%$ &'"#$ ("%#"&-%$ B *&B 2, "4$"&-% 0 A H %4"%, &'"&"6 $("&* K b x = Au =
K(ξ − s)u(s)ds = K ∗ u. a
0" '& "A%$ L "" *%*# 2
dΦ =0 du
'"-&( &'"&"%&* -,"B%@
A x = Wreg x, u= AA+α
( A"+&* &2&%%& &'"$B%6 W ) "4$""@J &'"&" &%& &2 "A% ',-$ - -( reg
ˆ xˆ K = F (Wreg )F (x), uˆ = ˆ K ˆ +α K
4( F (f ) fˆ ) ")'"&2"&-% V! X 0" '& "A%$ W "" *%*# '"&2" -( dΦ = (A A + α)u − A x + α¨ u = 0, du /
2 1
- &%& &2 "A% ',-$ - -( uˆ =
ˆ xˆ K ˆ K ˆ + α(u)(1 + ω 2 ) K
.
0"+&($ - &%@ &2 &2"%& '&&-%* &"*, & -" V!QX6 '&* u = F −1 (F (Wreg )F (u)) = F −1 (F (Wreg )) ∗ u = Kreg ∗ u,
&( -(%&6 & "A% *&B 2, '&%& -"& %2@(% "4$""@J* $("&*6 &&"& ($ $ '& "A% L %+&($ '& &"*5 2
Kreg (ξ) = F
−1
ˆ K ˆ K ˆ +α K
1 = 2π
ˆ K eiωξ dω, ˆ ˆ −∞ K K + α ∞
($ $ '& "A% W H '& &"*5 2 1
Kreg (ξ) = F
−1
1 (Wreg ) = 2π
∞
−∞
ˆ K ˆ K ˆ + α(1 + ω 2 ) K
eiωξ dω.
0"*" "4$"# -%&- "#&%%& '&(2"$ &4&-%%& &2&2J%%& %-$& p(α) = ||Auα − x|| − δ − ||uα ||,
4( δ H '&4"A%& %2@(%6 h H '&4"A%& (%$ &'"&"
4 ? , ' ' 8! ! ! ' @ 7 A- +7.
*
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tidal model
сек
сек
code tidal model code-tides
? BJ -BJ` + 9:; ! + 0 1 * 8 0+1
"$(&- %2@(% W '"(-$$ "(&* &J-*,* ) + %&(%&"&(%& "",-%& (%& -,'&%% &&%%&4& '"&2"&-%$ " V* !!!X '&-&$ '" @%@ &2 &- 8'&&2"%&4&9 76 *@J4&$ - (%%,+ xsfK V* '"&B% :X 3 ; <44
&'"&&* '"&+&B(%$ 4"*&% - '" xsfK)%& '"&(* F6G6 6I6Q6R6S6DT6DD #&- - %"&- *%&4 (&- CRIE6 CFQE6 CSIE W,& (%& @%6 & &*6 & 7& H "6 '"&+&B(% &&"&4& *&B 2, -$%& *&(* &2"2&6 '"*%$-A*$ #%"&* xsfK 7&* 0&& &(%* &%&-%,+ 7'&- &2"2&6 2, %"'&$#$ &"26 *, '"('&&B6 & " *&4 2, (-* '#%& '"&-(%%& (&-% '&&6 & %"'&$#$ t &
A4&* ∆t (%%,+6 %%& (%%,+ A4&* ∆T > ∆t6 &&",+ '"- 4"*&%$ &-$@J$ '"&(&* T '"-&( '"&-%@ 7%"4 7& 4"*&% % &+ ν 6 BJ+ - %"- *B( &* %- V!RX +&(%&4& '"&%"'&"&-%%&4& "$( ]&, ν (@$ &&%&A%* k
∆T 1 = νk k
k
∆T 1± T
,
4( k '"%* %"%, %%$ `& 7 V* " FIX -&% '" '&&-% "%,+ -(&- %"'&$#6 %&& *%A$ - '%)%"'&$# % &2"% -%&* 7 V* "( !!DX6 &&", -&% '" '"*%% 4%6 &("BJ* 7%"4@ - '" % -,&+ &+6 &'"# -%$ %"- *B( &*
)? e55 c + +3
* $& &$$ $5. 6377* 0777 0-1 $&)'$ ; '
0&&B% & -"J%$ 1* - %"#%&* '"&"%- *%$$ '&( (-* '"-%&4& '&%# %2%,+ `& $-% %& %-% '"# %# *%& & 2
0"*",6 &'"($*, &" '"# %#6 %&2+&(*, ($ '"&2"&-%$ & "(% %2%& *, &&"(% %%& % 7'&+ %2@(% V* D!X &"$ y~!TTT CGDE 2, '"%$
% UU_^ *2 - - %&-& &" %# !TTT -*& &" %# DSRT6 -' - t D $%-"$ !TTF 4 CFIE &-"*%%,* &"$* '"# %# '"(3$-$$ "2&-%5 &&%%$ &" & %2@(% (&B%, 2, % "&-% ($,+ (& *%(, (4 + &" &%&$ &(%%$ - & &"$ \Z!TTF CSQE6CSRE ` &"$ &$ &
!TTT '&&2&* *&", -$%$ B(&4& $(" 1* "&* &4&6 - &" \Z!TTF &%, &+"%%$ 7%"4 *&*% *' ,-@$ '" &'"(% %(&&%& &%& -%,+ %2@(% '"*"&- -%"%%4& "&%$ 1* 0&&B% & % %2%& "6 " &&"@ '"&+&( %%$ & -"J%$ 1*6 *&B %&& &$ & '"(%%&4& &" '&&B%$ &%%$ &'"($@$ %2@(% &',-@$ (-*$ '"*"*5 mε V'&'"- %# - %&%X mψ V'&'"- %# - (&4&X % *&("&-% &&%% &-"*%%,+ &" %# %'"4& 1* & %2@(% %&2+&(* ($ (%A4& A%$ &" %# -,+&( &-"*%%& "&*" % *"&%(%, "&-% %%, "( '&-$J% '"%&* ""%&* % 7+ &&%% ($ &" %# \Z!TTF !TTT 0"* &%&-%, #6 &&", '"(&-5 D '"( &&%%$ %2@(*,+ %#&%%,+ 4&- & %%6 -,$*,+ '& &"$* \Z!TTF !TTT ! %&-6 "2 &%%$ %%$ "-%% *&*%&- - &"$+ \Z!TTF !TTT - &%& &2 F 0"&- --)% &&%% &" \Z!TTF !TTT & %2@(% G '"( 7*'" '&'"- %#&%%,* *'(*6 /
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'&"(-&* *%&B%$ &&--@J *'(, &" %# -"(&%& 1* % '"(&%@ %#@ '"2-%$ (&2-&%,+ %&-5 η(σ) = q(σ)ηR (σ) +
δη(σ).
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·10−8
·10−8 ·10−8
σi
·10−6 ·10−5 ·10−5
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$ &" !TTT '"(&%$ %#$ * -(5
q(σ) =
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4 i=1
Ni σ − σi
,
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N N dRi+2 dσi Ri+2 dq(σ) = dR1 + dR2 (1 + σ) + + σ − σ (σ − σi )2 i i=1 i=1
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4( N "-%& I ($ \Z!TTF G ($ !TTT 0&'"- &'"($ '& 4&"* [^f , *&("&-%$ '&,-@6 & '&', '"2 '&'"- *'( A , A , A A -""&-%* '"*"&'"(&%& %# % '"-&( '+ `& -$%& *6 & *'(, -"(&%& %# η (σ) "& 2,-@ "&&* %&*" 4"*&%6 &*'%"&- 7& '&(2&"&* '"*"&'"(&%& %# % ($ 1j
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ω0 |t| ω0 t cos √ + sin √ 2 2
&? * #' Yε0 1 Yψ 0+1 H(*/// >:// * 8
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2? *+ # Yε0 1 Yψ 0+1 H(*/// >:// * 8 $ 3 g # 0 1
(%&6 & &&%%$ &" \Z!TTF & W %2@(% &("B 2&A *&J%& % %+ &+6 %B &&%%$ &" y !TTT * 7* - "%&$+ \Z!TTF %2@(@$ &*'&%%, % & (- &2%$ 4&(6 &&", &-@ - "%&$+ y !TTT -%$ &&%% &2+ &" & %2@(% &2&-% -&2&(%& %# $("6 &&"$ %B($ - (%A* % *&%&"%4 16
16
14
14
12
12
10
10
8
8
6
6
4
4
2
2
0
0 0.5
1
1.5
2
2.5
0.5
3
1
1.5
2
2.5
3
/? * # Yε H(*/// 0 1 >:// 0+1 $ ! g # 0 1c + ! g # 2&% )
16
16
14
14
12
12
10
10
8
8
6
6
4
4
2
2
0
0 0.5
1
1.5
2
2.5
0.5
3
1
1.5
2
2.5
3
? * # Yψ H(*/// 0 1 >:// 0+1 $ ! g # 0 1c + ! g # 2&%
16
16
14
14
12
12
10
10
8
8
6
6
4
4
2
2
0.5
1
1.5
2
2.5
0.5
3
1
1.5
2
2.5
3
? * # Yε H(*/// 0 1 >:// 0+1 $ ! g # 0 1c + ! g # 2&%
.
16
16
14
14
12
12
10
10
8
8
6
6
4
4
2
2
0.5
1
1.5
2
2.5
0.5
3
1
1.5
2
2.5
3
? * # Yψ H(*/// 0 1 >:// 0+1 $ ! g # 0 1c + ! g # 2&%
3 ;'( (*
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%? *+ # Yε 0 1 Yψ 0+1 >:// * 8 + ++ #
^ 3 %? $+ + #' >://
j
Nc h //.) ////%
|A1j |c
/ /2 / .%/
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? *+ # Yε0 1 Yψ 0+1 >:// * 8 + ++ // #
-(%&6 & --(% 7*'"+ '&'"-& A &4 %2@(%$*6 &(%& 7& *&B B &%&-, &"6 '&7&* (%%, '&'"- -&", % --&(6 '"%$ "A% '&&- ($ '"&4%&"&-%$ &&%% *B( &"$* %2@(%$* - 2(J*
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)? * $* 0 1c + $* 0+1 = #
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&J%& *"$%6 '"&&A(A 2"4&- *", !I (2"$ !TTG 46 '&-& "&& #%*6 -,-& 2&A& &2J-%%, "&%% '"-& -%*% %%&4& &&2J- 1*"$%6 *4%( &&"&4& %-$ - S 2&-6 & '$,* '& DSTT 4 '"-,* '& $%&4& *"$%$ DSIG 4 #% -$%$ 7&4& *"$%$ % -"J% '%,6 " B (%%$ '#* M:[: CDTRE6CDT!E6 &- ($ &&"(% '&@ '& U5 )TIQT *6 '& 5 TGQ *6 ($ *%%$ '"&(&B%& &5 )!IQI * r@ (%%&4& "( 2( '&% &2-%%,+ %&6 + "-%% '"(-%%,* -,A %2@(%$* x$"%, * *&*% *"$%$6 '"&&A(A4& !I (2"$ !TTG 46 '& &4 xyv &- M = 3.95 · 10 e*6 & &&-- *4%( M = 9.06 &4%& &"* 0
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