DAI HQCQuac GIA THANHPHa HO cHI MINII
TRUONG DAI HQC KHOA HQC TV NHIEN
:;::,
~?
NGUYEN DINH HIEN
L!P TRINH TINH TOAN HINH THUC
TRONG PHUONG PHAP PHAN T\J HOU HA.N
GIAI M(rr s6 nA.I TOAN
CO HQC MOl TRUONG LIEN T{)C
Chuycn nganh: CO HQC V~T RAN BIEN D~NG
Ma 86: 1.02.21
T6M TA'l' LU~N AN TlEN SY ToAN LY
Thanh ph6 1-16CHi MINH
- 2003
LPr
(~l), Ie;
NCr
~
H
10-03
tong tr}nh duQc hoan thal1h t~i Khoa Toan Til1 , TrU<1Iigf)~i
hQc khoa hQc tlf nhien, D~i hQc q'u6c gia th1inh ph6 H6 chi Minh.
Nguoi huang dfin khoa hQc :
1./ pas. TS. NGG THANH PHONG
TrW!118D~ti h()(,'Khoa h()(,'TV l1hiel1Tp.HCM
2./ TS. NGUYEN DONG
Vi~n Co h()(,'Ong dfl/18. Vi~n KH&CN Vi~t Nmn
Phan bi~n I: PGS.TSKH. NGUYEN VAN GIA
Vi~l1 Co h(J(,'0118 dfwg. Vifl1 KH&CN Viiit Nan?
Phan bi~n 2: PGS.TSKH. CHtJ VI~T C00NG
P!uln vi~n G3ng I1gM TMng tin
c
BQP
Phan bi~n 3: POSTS. NGG KIEtJ NHI
D~lih()(,'BelchK!lOaTp.HCM
Lu~n an se duQc baa V9trltac H0i dOng chtm lu~n an dp
nhil nuac hQpt~i:
vao hOi
giO
ngay
llulng
Ham
co th@tlm hi@u Juan an tai:
A"
,{!
THV VI~N KHOA HOC TONG H("'J
IILI .1
"'r'~liIC,I:
! ',I r. . I".r., ~ I.:.,:... ,'. i
i ""'.~
Md DAU
~y
i b~
r-~'--"
.~
1. ~,i'.K' It'
~
~;; i~'.;~
(
- .....
Trong phu'dng pilar ph~n ta hii'uh~n ta phai Ihlfc h~~ncae huck sau - v~
Lhlfehi~n d u~nggiclilicIt:
.
L
J
~
du'a hili luein v6 d~ng yc'u (d~ng hic'n pilau)
. lhie'tl~p cae M lhue roi r~e hoa mi~n xac dinh eua bai loan,
. tich phan tren cac mi~n con (phh La),
. thie'll~p cae ma lr~n de>cung, ma tr~n khcSi1u'<;1ng
cho ph~n la
Toi day la .mOico lh6 l~p lrlnh cho may linh lhlfe hi~n. Thlfe ra, may
tfnh ehll1\m ding vie;e lifp ghcp cae ma Ir~n ph~n \l't v;) gi;li h(- pillidng
Lrlnh d~1i s6 llly6'n tfnh
KX=F hay he; phll\1ng L!'lnh vi ph;ln
M
X+ ex+ K X = F.
Cong vi~e Hnh loan chufi'n hi cho I~p lrlnh (1('jih(>i
di'Lnhi~u Lhtfigian va eong sue. Thl}'nhung, khi sO'd~lngehudng Iduh
.
Hnh loan nay, ta l~i bi gidi h~n rdt nhi~u VI:u~ng phfin La u,~ng ham
xflp xi, cae di611kie;n lien l\,le, klul vi dc'n dip k nao d(i . . . Jii dlt~1cm;}c
djnh san lro~g chu'dng lrlnh,
Vi<;e ung u\,lng £)~i s0 m;ty Hnh (Compuler Algehra) hay Hnh Loan hlnh
lhue (Symbolic Compulalion) sc giup chung la giiH quyc'1 cae khlS khan
lren.
Liinh vlfe E)~i s0 m,iy llnh khac vdi nhii'ng ehu'dng ldnh hi~n hii'll dti~1e
hlnh lhanh lren ncSn Lang Hnh loan s0. Nhii'ng M lh6ng d~i sO'may Hnh
co lh6 thao lac lren nhii'ng d6i lu<;1ngloan hQe hlnh thuc hen e~nh nhii'ng
phep tinh'tren d~i lu<;1ngsO' hQe, Th~t v~y, vi Ilguyell tdc, bitt ky toall tii
toall h{IC 1l{1OClI ca,l trllC a(1i st{ crill!: ClI tld t/r(t'e I';fll (111{/etrell /rf d<,;
sfI may tillh.
M(lc dich cda 11Iq.1lall Ilay la Ilghiell cli'll cae gidi thuq.1 eda D(1i
,'iflmay lillh, ktt IU/p voi gidi thuij.t s{;'truyill tho"g Ilhdm xtiy dlfllg mQI
hf c/llidllg trillh t{llh toall hlllh tlllt'c gidi cac bai loall cd h{lc.
Cling dn n6i them Iii I~p lrlnh llnh lmin hlnh lhue khong e6 nghia Iii
phil nMn Hnh luetn s6. Hflll hc't cae lru'ong h~jp, tinh luein s01a gicli pluip
duy nhi\t di de'n Wi giiii eu6i cling. Vi~c tlm du'<;1enghi~m giai lich chinh
xae cUa me>tbai loan ed la ri\l hic'm.
Kef quit cda luij.II all La dii xtiy dlfllg qua trillh lillh toall cac ma Irij.II
pha'lI lit cila pIUMII!:pllap pJlli.Il I,t Ju1uh(lll d't'(n d(1llg cae toall t,~ d(1i
so: qua do, dii ell Ihi Iq.p trillh tillh loall IIlllh tlui'c, Lam cd si'J tie" lai
2
ml)t moi tn/dllg tif dl)lIg /rOlllljp trill/r (allto-codillg). Nc'u xiiy dt!ng giao
tiC'pt6t, cae cbudng trlnb Hnh lmln hlnb thue sc kc'l hl.lpvdi ehu(lng tdnh
tinh loan s6 truyen th6ng (Fortran) l~p thanb h~ chudng trinh tinh loan
mQtldp cac bai loan.
CHt!ONG 1
MOT SO KY HItU, DJNH NGHIA VA CAC KHAI NItM CO BAN
Chudng nay trlnh bay de ky hi~u t()(lnh{JC.Hldl,ln/{tron/{ luc;invan, cac
dinh n/{hfa, cac c()n/{thue bie'n ddi tEch1'1/(1/1
va cac djnh Iy c(1biin cua
gidi tEchham, d~c bi<$tkhai ni<$mv~ d~l1lgye'u (d~ng bic'n phan) cua bai
loan bien va cac xffp xi lam cd sa clIo pht/(Ing phdp pl/(1ntii hilu h~m.
Cae djnh ly v6 .qtl/(}i tl,l, t(1n t~li nghi~m va cac ddnh /{id sai sf} cling
duQc nh~c l~i. Nh~m ung d1,lngphuong pIlar ph§n tu huu h1:J,n
trong cac
bai loan bien cua cd h<;>c,Ben cac khai ni~m cd hiln Clla If thuyet dcln
'/(1;, dllll '/(1; nl/(Jt cling duQc d<3c~ p.
Ngoai fa, cae eau true de;; sf) I~m cd sa clIo cac t[nh todn hinh thue
(symbolic computation) cling dul.1Cnhf{e I~Ii nhltm la 111S,\ng It>y luting
Hnh loan d~i so tlOng Hnh loan hlnh LInk.
CHUaNG 2
TONG QUAN VE CAC TiNH TOAN HINH THUC
Chudng nay lrlnh bay t6ng quaIl, vai lro va dc khai ni(;m cd sa eua Hnh
loan hlnh thuc trong vi~c giai hili to
c
noi chung va trong phuong
pIlar ph§n tu hall h~n noi ricng. Sd d6 clIo vi9c giai mOtbili loan cd h<;>c
co th€ di~n ta nhu sd d6 sau (xem trang 3):
Cac vffn de nhu v~y phai duQc tic'n hanh trudc khi I~p trlnh lren may
Hnh,do v~y khi xu dl;lngmOtchudng trlnh tinh lOcvao each chQn cd s(1cua xflp xi:
u(x,y,z)=(N1(x,y,z)N2(x,y,z)...Nm(x,y,Z)XIl,
112 ...lImY
=N(x,y,z)(llm)
Plll/dllg pluip xap xi bdllg plutll tit Illl11lu;l1lla phudng pIlar xa'p xi nut
tren cae mi~n eon, nhung dn dap ung eae yeu du sau :
Xa'p xi nullren m6i mi~n con yc co stf lham gia cua cae biC'nnul
tudng ung voi cae di€m nullren yc va, e6 lh€, ca lren bien eua yc
. Ham xa'p xi uC(x) lren m6i mi6n con yc du(je xay d1!ng la lien t\,le
tren yc va thoa man cae dieu ki~n lien t\,legiii'a cae mien eon khae
nhau.
Nhu' v~y vi~e xap xi bd"g plitt" Iii IlllllluJ.l' sc d(it ra hai Va-IIdt! :
.
.
.
Dinh dS}.nghinh hQc cua cac pIlau to' cIlia
.
XAy dtfng cac ham nQi sur N; (x) tu'dng dng tren m6i phdn to'.
Chu v: Cae dii11l 11(J;,fUy klu)ng I1I/(ttthilt chlla diim mit hll1h 11{)e,ma
can C()thi cd cae diim bell trol1g 17'1£111
tt~.
Tuy nhien, xAy dtfng cac xa'p xi tren cae pIlau to' thtfe, thi ma tr~n
nQi sur N se phI) thuQc vao tQa dQ cae di~m nut cua phftn to', nghia la
phl! tIllIQCvao d{lllg hlllh h{)c, va cIlllllg kluic llhall vai miJi plUtll tit.
Ne'u xa'p xi lren du(je lh1!ehi~n lren cae phall tii Iham chie'" sao eho ma
tr~n ham N fa dl)c lijp vai d{lllg hlllh hvc c,;a plUtll Iii Ih~lc,thi cae ham
nay co lh€ xu d\,lngeho mQiphfintu e6 ph5n lu tham ehie'ugi6ng nhau
(Cae ph~n lu lh1!ese e6 clIng phfinlu tham chie'ukhi chung gi6ng nhau
l1ut 11(J;suy). Sau d6 la xay
d1!ng phep bic'n d6i tu(ing dU(ing (hinh hQc) giii'a ph~n tu lh1!c va ph~n tu
v~: [o(ti hinl1 d(l11g, s(j' nut IIll1h h()c )1([ ,W;'
7
tham ehie'u. GQi phep bie'n d6i hlnh hQe giua ph~n tu tht1c va phfin tu
tham ehie'u la:
r:f
~
x(f)
= N(f)(xm)
trong do:
~=(~,17,(),
x=(x,y,z)
Yi~c tinh loan ham xa'p Xl N du'<;1etie'n hanh blnh thu'ong nhu' cae xa'p Xl
~
phfin tu hUll h<;1nquell thuQe vdi cae tQa dQ nut
ehi6u H\ ua niC't, qua cae nu'de :
C/u!n da thlic ("(1,Wlcua xap xl :
.
.
TEnh ma trrJn nut
P(~)=(PI
eua phfln tu tham
P2
...
1'" =(PI(~»),i,j=
Pm)
I,...,m
. Tinh N(~) theoc(jngthlic
: N(?)=/'(?)I',,-I
Phep bie'n d6i hlnh hQe tren eho phep ta ehuy~n cae Lichphan eua mOt
ham f tren ph~n tii' th\fc thanh tich phan don ghln bon, tren mQLph~n tii'
tham ehie'u.
3.3 XAI» xi TRftN PIIAN 'I'D TIIAM Cillfiu
Nh~m lam don gicln cae tinh loan d~c tru'ng cua mQt ph~n tu co d<;1ng
phue t<;1p,ta ~u'a vao khai ni~m v8 ph~n' Lii'tham chie'u quell LhuOc:
phh tu tham ehie'u yr la mQt ph~n tu co d<;1ngra't don gicln, d~t Lrong .
mQth~ tham ehie'u , c6 Lh6hic'n d6i LhanhmM phfin tu OWeyc qua m0t
phep bie'n d6i hlnh hQc r" .
Phep bie'nd6i r e bie'nd6i mQtdi~m co tQadQ
~ eua phh
tu tham
ehie'u thanh mQtdi~m eua ph~n tu th\fe co LQadQ x:
r"
:
~
~
x' = x" a)
Phep bie'n d6i "e nhu' v~y, phl,lthuQe vao d~ng va vi tri CUBphfin ttl
thlle, nghia la vao tQadQeua cae di~m nut hlnh hQe. Nhu'v~y , vdi m6i
thl'
Phh tii'thu'c
.
. r
trong do XI' xi ' Xk
Lht1c yo
.
.
.
):- - -
): --'" -" = -.. (
" -r X
X ",XpX"Xk""
)
, la tQa dQ eua cae nut hlnh hQc cua ph~n tii'
.
D~ dap ung cae yell du tren, mQt phep bie'n d6i hlnh hQc "e t6ng
quat phclithoa man ba di8u sau day:
i. La mQtsong 3nh tit ph~n tu tham ehie'u vao ph~n tii'th\fe.
ii. Cac dinIt!a de ham p;(;f)
la mOLva'n d~ ed ban eua phu'dng pMp phftn HI hifu h<.tn:
u(:[)
= (PI (:[)P2 (:[)...Pml (:[)XOI
02"
.a"d
Y = P(:[)(a,,)
T~p h~p de ham lrang I'(;f) L<.t°Den cd .'111
cLia xap xi . SII sInu;l1lg ciia
110phdi blillg .'IIIbif/" mit hay .'IIIbq.c t{t dO"d trIa phih, tit .
Tom tift cac blluc xiiy d{tllg ham (11latrq.1lhillll)
»
Ch{JIlda tl"ie C(f,ffl I' (;f )
»
Tinh17latrQnnut
»
Ngh;ch ddo ma trQII nut p"
»
Tinh N(:[)
N(~):
Pn=(Pj(';») ,i,j=I,...,nJ
theocvngthue
N('t)=P('t)Pn-1
\J
3.4 PHEP BIEN DOl CAC TOAN 'l'(J DA.O HAM vA TicH PHAN
Trang cae bai loan Cd hQe , V~t Iy ,dn phai tlm cae ham ehua bi€t un
va cae d~o ham eua no ai" alex,
tren mOt mi~n xae djnh nao do.
a
'
cy
,...
N€u dung cae xa'p xi tren eae ph~n tii'tham chi€u tIll
Tat cd cac bie"lltIllfC lien qllall de'n II va cac d(lo Illim ctla II dlfi VtJi x,
y, z, se dll{ICddi thll1lh d(lo ham theo .;, 1] va (, tIllIng qua ma trQ"
Jacobi (J) clla phep bie" diJi.
B!€n d6i eae d;o. ?a~ ~~e nha't. Sii' dl,lllg eae eong thlie d~o ham eua
ham h<;lp, ta eo . ~a~)- J(a J
Trong d!,\ng d!,\i86, J la tkh eua hai m8 tr~l1: giUa ma tr~n cac O!,lOham
cua eae ham bie'n 06i hlnh hQc theo cae biGn
~ , 11, va
<;, va ma tr~n
cac tQa dO cua ne nul hlnh hQc cua ph~n Iii'.
J=
~
( o~
~
~
017 o~ )
7(XYZ)=
;:
-
((XI1XYI1XZJ)
[ Nc ]
Voi o~o ham eflp cao: Cae ph6p biGn 00i <.1<.10
ham cflp ( i ) co Ihd linh
theo d~o ham d"p (i-i) lheo phep qui h6i.
Cu6i cung, ta chuy~n lich philo cua mOt ham f tren ph~n tii' lhl!c ve
thanh mQt lfch philn lrcn ph~n tii' lham chie'u vr bAng cong Ihlie quell
thuoc :
ff(x)/
1"
(x)/'(x),..dxdydz
= f f(x(~) )/(x(~) )(("(~) ),.ldcl(.J)ld~d!!£It;
1"
voi J la ma lr~n Jacobi cua phcp bie'no6i
Ngoai ra chudng nay con oua ra mOLsCSofnh nghla cua chuii'ncua sai sCS,
nh~m sii'dt;lllgcae Hnh eha't eua ham xa'p xi dS ti€n hanh Hnh loan hlnh
lhlie eho cae sai s6 nay lren may linh.
CHUaNG 4
L~P TRINH TINH TOAN HINH THDC CHO BAI TOAN CO HQC.
CluJ'cJngnay Irlnh bay de ed sa eua cae tinh loan hlnh lhlic (symbolic)
tren may Hnh, dl!a tren n~n tang eua cae tinh loan hlnh thlie tren eac da
thue. Cae khai ni<$mdin ban eua cae ca'u Irue o!,lis6 oil ou~1e06 c~r
nh~m d~n dAt de'n cae linh loan phuc I~p h<.1n
eho cae ma lr~n. cae loan
tii' d~o ham, Heh philo, bi€n d6i Laplace, ...
10
Vi~c I~p trlnh Hnh loan hlnh thuc cho phlidng phap ph~n tii' hUll h~n, chu
ye'u t~p lrung vao vii;c dlia biLi toe", biell vi d(l1lg bitll p"lill (d~ng ye'u)
ho~c sii' dl,lng cac nguyen Iy bie'n phfin (Lagrange chdng h~n) va till"
toe", d(l1lg gidi tic" cae 11latrQ-llp"OIl tll (ma lr~n cung, ma tr~n can
ho~c ma tr~n khoi Ili<;1ng)sau khi xa'p xi ph~n tu hUll h~n .
Sd d5 qua trlnh nay the hi~n nhli sd d6 phia sau :
SO DO LAP
TfNH ToAN HINH THUC CHO PP.PTHH
. TRINH
,
Bil i tm! n cd hQc
Lll
=f
Nguyen 1:9
com! khii di
Nguyen 1:9
bie'n phan,
v6 dang ve'u
ChQn philo tl't - xac t1inh philo tl'f thalli chiC'lI
Xac djnh ham lien tI,IcdC'n dip mil'y'!
ChQn da thuc xa p xi p(:f)
Tinh ma tnJn nut:
Pn =(Pi(~»)
Xap xi tren
philo tl't thalli
chiC'lI
,i,j= 1,...,11"
Tinh ma tr~n
philo tl't
Nghjch dao ma tr~n nul p"
Tinh
.
N(~) the a cong thuc
IWi r~c mien
xac t1jnhphilo tl't hull
h:,\11
N('t)
= P('t)
p,,'1
Tinh loan xfty d~rngilia tr~n ham: N(~)va
N(~)
Thie't I~p ma tr~n Jacobi ciia phep bie'n d6i,
I~p ma tr~n ]"1,tinh dct(J).
II
Chuyen cae Hehphilo eua f tren phftn ta th1,fe
thiinh Hehphilo tren mQtphftn ta tham ehie'u
ddn giiin hdn :
K(m) =
Jf(x)dxdydz
= v'Jf(x(~)~et(J)d~d17d(
v""
Tinh Heh phfin ilia tr~n
K(m)
= Jf(x(~»)Id~t(J)ld~d1]d~
v'
In J<.c:
- B~u lien la hili loan Unh ma tr~n phh
t\1cua bili loan khuyC'chtan khi
thiU 3 chi~u. Trong phh phI) Il)c co trlnh bay vil httang dfin cach thlic
kC'th<;1pcac ma tr~n ph~n tli' nily vito mOt chtfdng trlnh t1nh loan b~ng
ngon ngu Fortran.
-TiC'ptheo lil gidi thil$u phttdng phap ph~n tli' huu h<;\ngiai mOt bai loan
diln Ghat ddng nhil$t,dhg httang.
-Bili loan 3 lil ling dl)ng da thlic h6n lo<;\n(chaos) vilo phttdng phap ph~n
t\1huu h<;\nng§u nhien giai bili loan khuyC'ch tan khi thai theo mo hIGh
ugh nhien va bili loan v~t lil$uco dOcling philo b6 ugh nhien.
Bai toaD 1: Tinh toaD hlnh thuc cho bai toaD bj(~nkhuy~ch tan khf
thai theo mO hlnh ba chi~u.
Bili loan bien truy~n vil khuC'chtan khi thai:
TImIpEC2(Q) thoa:
Orp+uorp +vOrp +wOrp +arn-J1
'a
a
0'
a
't'
* Bi~u kil$nbien:
n
cd sa Xa'Pxi : P (1
11
=
;
~ ;11 11~ ;~ ;11~)
G<;>iJ lil ma tr~n Jacobi cua phep
bie'n d6i nily
D~t :
Q=r'
13
HI"
=((:) (~) (~)r;
va v = ((u,,)
H{
=((~~)(~) (:)f
(w,,))
(VII)
Khi d6 ta c6 .:
111,. =
jN'Nldct(J)ldO,
n,
'k" = fN'NVQlJ{ldct(.J)lclH,
",
k'2 =()" IN'Nldetl(J)dO,
'k., +k., = JB/Q'DQB~ldet(J)ldO,
0,
0,
'
k,.,= vfJIN'N.J,dl;d77'
Iron d 0:
g
f) =
I",
(
'
.J -
+ 13z 13x-
Oy~- ~ Oy
I
0 -. [ 131;
m,
131; m7
)
( 131;
m7
I'
()
0
II
0
0
~]
'
13x!!
131; ml
)
'
+ 13x~-
l 131; 13'1
Oy 13x
131; m,
)
Tinh cac ma tr~n tich philo nay ta thu du<;1ccae bieu thuc eua de ma
tr~n M, K. va F. Xua't ke't qua d~ng file ,ngon ngu Fortran, ke't h<;1pvoi
cac chudng trlnh con khac de Hnh lOan.
Xet m,o hlnh 1000 nut:
Ngu6n t~i nut 455, trong m~t ph~ng 491-500. Ke't qua Hnh loan la philn
hC; n~ng dO khi thll i tl~i CI\c fiti t.
M6 h1nh trnh bel toan
khuyech
tan khf 1000 nut
"
1
fj
"
~
,I
)
40I
-§
9
30
!'D
70
lmx9=9m
100
... "."n
",on
"""
.. ~...
.n"
.. """
""H
.. ".",
"nn
.. .....
u"
"..~
... "."
mHO
:. ::::::
"..
.. ..""
"."
. "o~.
-
'
/~~~~' "
'
'
'
~~~~~
.
..
.
.
.
. .
.. ...,
.. """
.n..
. .....
.."n
Bi€u d6 d~ng tr~ ke't qua tn~n m~t
401-500 - Gi6 =0
C6 nhi~u ke'tqua dii tlm ouQC,trong t6m t~t chI giOi thil;u vai k0t qUIt
dieD hlnh.
.~
.-
14
-~
-~
.~
..~
--.-~
-.~
-~
.~
.0-
.M--.~
.-..-
.0--
..~
...~
Bi~u d6 dang Ir! k6t qua Iren m~t 401-500
MQtngu6n (+) I~i nut 455
V~n 15cgi6 :.:: D.2m/s.Hltdnggi6: ~
M6 hinh tinh bdl to6n khuy{1ch
t6n khf 3600 nut
.~
...~
.~
.~
.-
30
.~
.~
...~
.~
.~
..-
.-...-....~
;,
1m,29
.
)el
~I
'Oi
Ei
,
29m
.~
Bi~u d6 ding tri ke't qua IreDmi,it 1201-1800 - ngu6n du'a khi vao m6i tru'ong t~i
cae nUt: 1425-1427-1485-1487. So d6 tinh 30 x 20 x 6 = 3600 nut
Nhan xct va ke't luan cho bai to<1n I:
Voi cac chudng trlnh linh loan hlnh Ihuc IreD may Hnh (l~p trlnh
Symbolic) co th~ cho phep ghli cac bai loan rill phuc t<,\p,cac di~u ki~n
yell du cao (CI , C 2...) va vui dO chinh xac cao ma d do khong Ih~
chQn cac ph~n tii' ddn ghln duQC (vi d\l v~ I li~u composite, cd hQc pha
huy...).
Tli'de thu vi~n chuyen d\lng (Packages) co th€ lie'n t\f dOng boa
l~p trlnh (t<,\oma ngu6n cho cac chudng trlnh giai so).
Ke't qua bili loan Ihay ddi Ihco de vi lrf ngu6n, v~n 16egio. V~
dinh Hnh nh~n Ihily hoiln loan h<;lply. Co Ih~ md rOng vi dl,llhanh mOl
th\fe nghi~m IreD may Hnh.
5.2 Bai toan 2: Phudng phap phftn hi hii'u h~n giai bai toan bien
voi v~t Ii~u dan nhut diing huang - ddng nhi~t
-
15
5.2.1/ Nguyen 19tu'ong ling-Bai tmin daD h6i ke't hop:
Thea nguyen ly luong ling, nghii;m cua hai loan hi0n dan nhdl
tuye'n Hnh co lh€ thu du<;1ctit nghi~m cua bai loan bien dan h6i, lrong do
cac hhg s6 dan h6i du<;1clhay bling cac loan Iii'ham ph", thuOclhai gian
(modun chung ling sua't ho~c ham chay cMm).
Qua bie'n d6i Laplace ta lhu du'<;1c
bai loan dan h6i k61 h
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