Shadowing for linear systems of differential equations
Abstract
For a system of linear ordinary differential equations with constant coefficients a simple proof is given that hyperbolicity is equivalent to shadowing.
Full text
Publicacions
Ma emá iques,
Vol
37
(1993),
245-253
.
A
bs ac
SHADOWING
FOR
LINEAR
SYSTEMS
OF
DIFFERENTIAL
EQUATIONS
JERZY
OMBACH
*
Fo
a
sys em
o
linea
o dina y
di e en ial
equa ions
wi h
cons an
coe icien s
a
simple
p oo
is
gi en
ha
hype bolici y
is
equi alen
o
shadowing
.
1
.
The
no ion
o
shadowing
o
he
pseudo
o bi
acing
p ope y
(abb
.POTP)
usually
appea s
i
one
conside s
a
dynamical
sys em
on a
compac
mani old
.
The
amous
Shadowing
Lemma
says,
ough1y
speak-
ing,
ha
hype bolici y
implies
he
POTP
.
The e
a e
a
numbe
o
p oo s
o
his
esul
:
all
o
hem
a he
complica ed
and
edious
.
In
e e y
case
he
compac ness
is
essen ial
.
Mo imo o,
howe e ,
in
[4]
conside ed
his
p ope y
in
R'
o
disc e e
dynamical
sys ems
gene a ed
by
linea
homeomo phisms
.
He
and Kakuba i
in
[3]
p o ed
ha
hype bolici y
is
equi alen
o
he
POTP
o
such
sys ems
.
In
[5]
we
gi e
a
di e -
en
p oo
which
co e s
also
in ini e
dimensional
case
.
In
his
no e
we
show
he
analogous s a emen
o
sys ems
o linea
o dina y
di e en ial
equa ions
wi h
cons an
coe icien s
.
A
p oo
ha
hype bolici y
implies
shadowing
es ablished
o
disc e e
case
in
[4]
may
be
ans o med
o
con-
inuous
case,
[7],
ye
we
gi e
he e
a
di e en
p oo
which
is
simple
and
wo ks
also in
disc e e
case
.
A
p oo
o
he
con e se
s a emen
mimics
he
disc e e
e sion
om
[5]
.
The
concep
o
he
POTP
comes om
Anoso
and
Bowen
.
Fo
dynamical
sys ems
wi h
con inuous
ime
i
was
examined by
F anke
and
Selg ade
in
[1]
and
by
Thomas
in
pape s
[8] [9]
and
o he s,
see
Thomas'
pape s
o
mo e
de ails
.
Fo
such
sys ems
he
common
de ini ion o
he
POTP
is
as ollows
.
E e y
S-pseudo-o bi
wi h
su icien ly
small
S
>
0
can
be
a bi a ily close
uni o mly
app oxima ed
by a
ue
o bi
a e
some
epa ame iza ion
o
ime
on
he
ue
o bi
.
Wha
we
a e
going
o
show
is
ha
o a
sys em
o
di e en ial
equa ions
*Suppo ed
by
Polish
scien i ic
g an
RP
.
1
.
1
0
.
246
J
.
OMBACH
o
he
o m
x'
=A
-
x,
A
is
n
x
n
ma ix,
he
POTP
is
equi alen
o
hype bolici y
o
he
sys em,
see
below
o
a
de ini ion
.
Besides,
we
show
ha
he
POTP
can
be
eplaced
by
condi ions
which
a e
sligh ly di e en
om
he
o iginal
de ini ion
o
he
POTP,
ye he
abo e
equi alen e
will
s ill
hold
ue
.
2
.
Le
(X,
d)
be a
me ic
space
and 0
:
X
x
R
-->
X
be
a
low
Le
.
0
is
con inuous,
O(x,
0)
=
x,
O(O(x,
),
s)
=
O(x,
+
s)
o
e e y
x E
X,
,
SE
R
.
An
o bi o
a
poin
x E
X
is
a
se
{O(x,
)
:
E
R}
.
Le
T
>
0 and
6
>
0
.
A
pai o
sequences
({x°°-__oo},_oo},
{ °°__
.}),
x c
E
X,
n
E R,
n
>
T,
o
all
n E
Z,
is
said
e
be
a
(6,
T)-pseudo-o bi
i
o
allnEZ
(
1 )
d(O(xn,
n),
xn+l)
<
6
.
Fo
a
gi en
(6,
T)-pseudo-o bi
we
deno e
by
xo
*
he
poin
which
is
uni s
om
xo
along
he
pseudo-o bi
.
Mo e
p ecisely,
xo *
O(xn,
-
Sn),
o
S
n
-<
<
Sn+l,
whe e
>
0,
=
-
O(x
.,
+
Sn),
o
-
S
n
<
<-
Sn+l,
whe e
<
0,
whe e
s
o
=
0,
S
n
=
E?ó
i,
o
a
=
1,
2,
3
. . . ,
Sn
=
L i
ln
i,
o
a
=
-l,
-2,
-3,
. . .
A
(S,
- )-pseudo-o bi
is
c- aced, E
>
0
is
gi en,
by
he
o bi
o
a
poin
x
i
he e
is
a
epa ame iza ion o
ime
Le
.
a a
inc easing
homeonlo phism
h
:
R
-->
R,
h(0)
=
0,
such
ha
(2)
d(O(x,
h( )),
xo
*
)
<
E,
o
all
E
R
.
We
say
ha
he
low
0
has
he
pseudo-o bi s
acing
p ope y
wi h
e-
spec
o
(POTP(T))
i
o
e e y
E
>
0
he e
exis s S
>
0
such
ha
any
(S,
T)-pseudo-o bi
is
E- aced
by
some
o bi
.
The
low
has
he
POTP
i
i
has
he
POTP(T)
o
all
T
>
0
.
The
abo e
de ini ion
was
es ablished
by
Ranke
and
Selg ade
and
hen
used
by
many
au ho s,
see
o
example
[6], [8]
and
e e en es
he e
in
.
Ye ,
o
lows
o a
Rn
we
will
see
ha
his
de ini ion
may
be
weakened
o
s eng hen
in
a ious
ways
and
he
new
condi ions
such
ob ained
a e
s ill
equi alen
o
he
o iginal de ini ion o
he
POTP
.
We
say
ha
he
low
has
he
s ong
POTP(- )
(SPOTP(T))
i
in
he
abo e
de ini ion
o
he
POTP(T)
we
ake
h( )
=
o
all
E
R
.
We
say
ha
he
low
has
he
no mal
POTP(T)
(NPOTP(T))
i
in
he
abo e
de ini ion
o
he
POTP(T)
we
may
es ic
ou sel es
o
(6,
T)-pseudo-
o bi s
ha ing
all
n
=
T
.
We
say
ha
he
low
has
he
NSPOTP(T)
i
SHADOWING
FOR
LINEAR
SYSTEMS
247
i
has
bo h
SPOTP(T)
and
NPOTP(
,
)
.
A
las ,
he
low
has
SPOTP,
NPOTP
o
NSPOTP
i i
has he
co esponding p ope y
wi h
any
T
>
0
.
A
semi-o bi
o a
poin
x
E
X
is
a
se
{O(x,
)
:
>_
0}
.
A
semi-(S,
T)-
pseudo-o bi
is
a pai o
sequences
({x,ñ
o },
{
ñ
°_ o
}),
xn
E
X,
n>_
T,
such
ha
(1)
holds
o
all
nE
N
.
Now,
any
o
he
abo e
de ini ion
may
be
e o mula ed
in
e ms
o
semi-o bi s
and
semi-pseudo-o bi s
.
Co -
esponding
concep s hus
ob ained
will
be
deno ed
by
semi-POTP(T),
semi-POTP,
e c
.
Le
us no e
ha
any
semi-(S,
T)-pseudo-o bi
may
be
ex ended
o
a
(S,
T)-pseudo-o bi
by
pu ing
xn
=
O(xo,
nT)
and
n
=
T
o
all
n
=
-1,
-2,
-3,
.
. . .
Hence
any
mu a ion
o
he
POTP
de ined
abo e
implies
he
co esponding
semi-p ope y
.
Le
us
no e
ha
in
he
de ini ion
o
he
POTP(- )
(and
in
all
o he
de ini ions)
we
may
assume
ha
o all
n E
Z
we
ha e
n
<_
2-
.
In
ac ,
i
we
ha e
n
>
2-
o
some
n
hen
he e
is
k
>
2
such
ha
kT
_<
n
<
(k
+
1)T
.
We
modi y
he
(S,
T)-pseudo-o bi
by
inse ing
be ween
poin s
xnand
xn+1
poin s
xni
=
W(xn,
iT),
whe e
i
=
0,
. . . .
k-1
and by
pu ing
numbe s
ni
=
T
o
i
=
0,
.
.',
k-2,
n
(k_
1
)
=
n-(k-1)T
in
place
o
n
.
I
is
clea
ha
a e
such
modi ica ions
he
new
(S,
T)-
pseudo-o bi
shows
he
same
xo
*
o
all
E
R
bu
now
all
n
<
2T
.
We
also
ema k
he e
ha
he
abo e
de ini ions
do
no
depend on
a
pa icula
me ic
used
bu
a he
en
he
uni o m
s uc ü e
on
he
space
X
.
We
conside
a
sys em
o o dina y
linea
di e en ial
equa ions
wi h
cons an
coe icien s
x'=A-x
and
i s
low
O(x,
)
=
exp( A)
-
x,
whe e
A
is
ce ain
n
xn
ma ix
.
The
sys em
(o
i s
low)
is
said
o be hype bolic
i
all
eigen alues
o
he ma ix
A
ha e
non-ze o
eal
pa s
.
Ou
main
esul s
a e
es ablished
in
he
ollowing
wo
p oposi ions
and,
in
mo e
comple e
o m,
as
he
heo em
.
P oposi ion
l
.
I
sys em
(3)
is
hype bolic,
hen
i s
low
has
he
SPOTP
.
P oposi ion
2
.
I
he
ow
o
sys em
(3)
has
he
semi-NPOTP(T)
o
some
T
>
0,
hen
he
sys em
is
hype bolic
.
Theo em
.
Fo
sys em
(3)
all
de ini ions
o
he
a ious
ypes
o
he
pseudo-o bi s
acing
p ope y
s a ed
abo e
a e
equi alen
o
each o he
andany
o
hem
is
equi alen
o
hype bolici y
.
24
8
J
.
OMBACH
The
p oo s
o
he p oposi ions
will
be
p esen ed
in
he
nex
sec ion
.
The
p oposi ions
easily
imply
he
heo em,
and
a
p oo
o
he
heo em
is
shown
a
he
ollowing
igu e
.
Le
T
>
0
be
ixed
.
Then,
all
implica ions
poin ed
ou
a
he
diag am
a e
ob ious
.
3
.
In
o de
o
p o e
P oposi ions
1
and 2
we
will
need
he
h ee
ol-
lowing
lemmas
.
The
i s
wo
Na e
s aigh o wa d
p oo s
.
SHADOWING
FOR
LINEAR
SYSTEMS
24
9
Lemma
1
.
Le
(Xi,
di),
i
=
1,
2
be
me ic
spaces
and
Wi lows
on
X
i
.
Le
X
=
Xl
x
X2
be
equipped
wi h
a
me ic
compa ible
wi h
he
uni o m
p oduc
s uc u e
.
Le
<P
be
he
p oduc
low
on
X
i
.e
.
0((xl,
x2),
)
_
(01(x1,
),
02(x2,
))
.
(i)
I
01
and 02
ha e
he
SPOTP(- )
hen
<P
does
.
(ii)
I
0
has
he
semi-NPOTP(T)
hen
bo h
01
and
02
do
.
Lemma
2
.
Le
0
be a
low
on
a
me ic
space
X
sa is ying
he
ollow-
ing condi ion
:
Fo
e e y
T
>
0 and
E
>
0
he e
exis s
6
>
0
such
ha
:
d(x,
y)
<
S
and
¡ i
<
T
imply
d(O(x,
),
O(y,
))
<
e
.
(This
condi ion
is
sa is ied
by
he
ow
o
sys em
(3))
.
Then,
i
0
has
he
SPOTP(T)
hen
he
e e se
ow
0, O(x,
)
=
O(x, - ),
has
he
same
p ope y
.
Lemma
3
.
Le
0
be a
ow
on
Rn
.
I
0
has
he
semi-SPOTP(- )
hen
i
has
he
SPOTP(T)
.
P oo
.
Le
6
>
0 be
chosen
o a
gi en
e
>
0
by
he
semi-SPOTP(T)
.
Le
({x°°
{ °°__
.})
be
a
(6,
T)-pseudo-o bi
.
Then
o
each
k
E
N
({x°°
_k},
{ n°__k}
is
a
semi-(6,
T)-pseudo-o bi
s a ing
om
he
poin
x_
k
.
So,
he e
exis~`s
15oin s
y_k
E
Rn
such ha
d(O(y_k,
),
x_k
*
)
<
c,
o
all
>
0
.
I
ollows
ha
he poin s
zk
=
O(y-k,
s_k)
belong
o
he
ball
B(xo,
e)
.
By
he
compac ness
o
he
closed
ball
we
ge
a
poin
x
E
Rn
and
a
sequence
k
i
-j oo
such
ha
zk
i
-->
x
.
This
poin
e- aces
he
abo e
(6,
T)-pseudo-
o bi
.
Fo
i ,
ix
E
R
and
conside
such
kis
ha
-S-k¡
<_ (i is
so
o
almos
all
kis
because
i
>
7')
.
We
ha e
:
d(O(zk i,
),
xo
*
)
=
d(O(O(y-ki,
s-kj,
),
xo
*
)
=
Le ing
ki
--->
oo
we
ha e
d(O(x,
),
xo
*
)
<
e
.
=
d(O(y-ki
,
s-k
¡
+
),
x-ki *
(s-k¡
+
))
_<
e
.
P oo
o
P oposi ion
1
:
Fix
T
>
0
.
Fi s
we
show
ha
any
sys em
o
he
o m
(3)
wi h
a
ma ix
A
which
all
eigen alues
ha e
nega i e
eal
pa s
sha es he
semi-SPOTP(- )
.
Then,
by
Lemma
3
such
a
sys em
has
he
SPOTP(
,
)
.
Hence, any
sys em
o
he
o m
(3)
wi h
a
ma ix
A
which
all
eigen alues
ha e
posi i e
eal
pa s
has,
by
Lemma
2,
he
SPOTP
(T)
.
Now,
any
hype bolic
sys em
is,
by
he
Jo dan
Decomposi ion,
a
p oduc
o
wo
sys ems
;
one ha ing
all
eigen alues
wi h
posi i e
and
he
o he
wi h
nega i e
eal
pa s
.
Lemma
1(i)
will
comple e
he
p oo
.
250
J
.
OMBACH
So
we
assume
ha
all
eigen alues
o
he ma ix
A
ha e
nega i e
eal
pa s
.
I
is
known,
see
o
example
[2],
ha
he e
a e
a
no m
on
Rn
and
a
cons an
c
>
0
such
ha
Fix
e
>
0
and
le
5
>
0
be
small
enough
o
be
de e mined
la e
.
Le
({x'_
o },
{ ,~
o
})
be
a semi-(b,
T)-pseudo-o bi
.
We
show
ha
his
semi-
o bi
is
e'- aced
by
he
poin
xo
.
Recall
ha
so
=
0,
s n
=
Ez
~
2
o
n=1,2,3,
.
Fi s
we
ha e
:
II0(x0,
Sn+1)
-
Hence
by
induc ion
11
exp( A)
-
xii
<
e
-
`
-
llxil,
o
all
>
0
and x E
R
n
.
xn+lll
:~
II4'(x0,sn+1)-O(xn, n)II+II0(xny n)-xn+1ll
:~
<
110(x0,
sn),
n)
-
W(xn,
n)
II
+
b
<-
11
exp( nA)
-
(4'(x0,
Sn)
-
xn)11
+
b
<
<
e-CT
110(xo,
Sn)
-
xnll
+
S
.
110(X0,
sn)
-
xn
l l
o
any
e',
i
b
is
su lcien ly
small
.
Fix
>
0
.
The e
exis s
n
E
N
wi h
s
n
<
<
Sn+l
.
By
he
ema k
ha
we
made
a e
he
de ini ions o
he
POTP
we
may
assume
:
8
14
_1
-
s
n
<-
27
- .
We
ha e
:
II0(x0,
)
-
xo
*
i¡
=
110(x0,
Sn),
-
Sn)
-
`V(xn,
-
Sn)11
=
_
11
exp(
-
sn)A
-
(exp(s
nA)
-
xo
-
xn)11
<
e
( -sn)IIAII
-
II0(x0,
Sn)
-
xnll
<
e2-IIAII
.
E
'
<
e
o
small
e'
>
0
.
The
p oo
is
comple e
.
B=
(000
. . .
0
010
.
. .
0
001
.
. .
0
,B=C,B=
b
e
-C%
,
<
-
<
É
-
1
__
e-C7-
P oo
o P oposi ion
2
:
Assume
ha
he
low
o
sys em
(3)
has he
semi-NPOTP(- )
wi h
some
posi i e
.
Assume
ha
he
ma ix
A
is
no
hype bolic
and
le
A
=
i~3, ~3
E R, be an
eigen alue
o
A
wi h
ze o
eal
pa
.
Le
B
be
he
eal
Jo dan
block
o
A
co esponding
o A
.
By
Lemma
1( i)
he
low
o
he
sys em
x'
=
B
-
x
has
he
NPOTP(- )
.
Ma ix
B
may
ha e
one
o
he
ollowing
o ms
:
B
=
0,
(CO
. . .
0
ICO
. . .
0
OIC
. . .
0
~o
.
. .
010/
~o
. . .
OIC)
whe e
exp( B)
=
Hence
SHADOWING
FOR
LINEAR
SYSTEMS
251
C=(~
0),
andl=(0
1
o)
Ou
goal
is
o
cons uc
a
semi-(5,
T)-pseudo-o bi ,
wi h
,,
=
T,
o
any
small
S which
is
no
aced
by
any
poin
.
I
will
comple e
he
p oo
.
In
ac ,
we
cons uc
such
a
semi-(S,
T)-pseudo-o bi
in
all
he
abo e
cases
ye
a
p oo
is
p esen ed
only
o
he
las ,
mo e
in e es ing
one
.
In
he
case
B=
0
he
low
ac s
on
some
one-dimensional
subspace
which can be
iden i ied
wi h
he
eal axis
R
.
We
de ine
a
semi-(S, T)-
pseudo-o bi
by xn
=
n5,
n
=
T
o
n
E
N
.
In
he
second
case
he
low
ac s
on
ce ain
k-dimensional
subspace,
say
Rk
.
We
de ine
a
semi-(S,
T)-
pseudo-o bi
as
xo
=
0
E
R
k
and
He e,
a(
¡ )
deno es
he
i- h
coo dina e
o a
ec o
a
om
R
k
.
In
he
hi d
case
he
low
ac s
on a
plane,
say
R
2
.
We
de ine
a
semi-(S,
T)-pseudo-
o bi
by
'
xn
_
-
(nS
-
cos(nT0)
)
'
n
=
7--
n6
-
sin(nT0)
In
he
las
case
he
low
ac s
on
some
2k-dimensional
subspace,
say
R2k
.
A
semi-
(5,
T)-pseudo-o bi
is
de ined
by
:
xo
=
0
E
R
2
k,
To
see
i is
in
ac
a
semi-
(S,
T)-pseudo-o bi
no e
ha
:
(n
+
1)8
cos(n
+
1)- o
(n
+
1)S
sin(n
+
1), O
O(xn)(3)
,
n
=
T
.
0
R
/
(n
+
1)8
O(
x
n)(
2
)
)
cos
/O
-
sin
43
whe e
R
=
(
sin
~3
cos
~3
(exp( B)
.
x)(1)
=R
.
x(1)
(
(exp( B)
x)
(2)
)
(x(2))
'
25
2
J
.
OMBACH
Hence
d(O(xn,
n),
x
.
.+1)
=
II
W(xn, T)
-
X
.+1
11
=
-
l~R
«x
.)
(1)
x
n)(
2
)
-
(xn+1)(2))
b
.
(
sm(n
+
1), ~3)
This
semi-(S,
T)-pseudo-o bi
is
no
aced
by any
poin
o
R2k
.
In
ac ,
gi en
x E
R
2k
and an
inc easing
homeomo phism
h
:
R
-->
R,
h(0)
=
0,
we
ha e
:
d(O(x,
h(n- )),
xo
*
nT)
=
11
exp(h(nT)B)
-
x
-
xn
11
>
(exp(h(n- )B)
'
x)(1)
(xn+1)(1)
_
x(1)
-,
(exp(h(n- )B)
'
x)(2))
-
(
(
x
n+I)(2))
>
x(2))
-nS
as
n
-> oo
.
One
could
ask
why
we
did no
use
he
complexi ica ion
me hod
as
i
was
done
in
[5]
o
he
disc e e
case
.
The
eason
is
ha
he
complex-
i ica ion
me hod
would
equi e
ha
he
con e se
s a emen
o
ha
in
Lemma
1(ii)
holds
ue
and
his
is
no
so
ob ious
.
Re e en es
1
.
FRANKE,
J
.
AND
SELGRADE,
J
.,
Hype bolici y
and
chain
ecu -
ence,
Jou nal
o
Di e en ial
Equa ions
26
(1977),
27-36
.
2
.
HIRSCH,
M
.
AND
SMALE,
S
.,
"Di e en ial
equa ions,
dynamical
sys ems
and
linea
algeb a,"
Academic
P ess,
New
Yo k,
1974
.
3
.
KAKUBARI,
S
.,
A
no e
on
a linea
homeomo phism
on
Rn
wi h
he
pseudo
o bi
acing
p ope y, Sci
.
Rep
.
Niiga a
Uni
.
Se
.
A
23
(1987),
35-37
.
4
.
MORIMOTO,
A
.,
Mani ols
and
Lie
g oups,
P og ess
in
Ma h
.
14
(1981),283-299
.
5
.
OMBACH,
J
.,
The
Shadowing
Lemma
in
he
linea
case,
Ac a
Ma h-
ema ica,
Uni e si a is
Jagellonicae
.
6
.
OMBACH,
J
.,
Sinks,
sou ces
and
saddles
o
expansi e
lows wi h
he
pseudo-o bi s
acing
p ope y,
Annales
Polonici
Ma hema ici
53
(1991),
238-252
.
7
.
OMBACH,
J
.,
The
pseudo-o bi s
acing
p ope y
o
linea
sys ems
o
di e en ial
eqúa ions,
Glasnik
Ma ema icki
27(47)
(1992),
49-56
.
8
.
THOMAS,
R
.,
S abili y
p ope ies
o
one-pa ame e
lows,
P oc
.
London
Ma h
.
Soc
.
45
(1982),
479-505
.
SHADOWING
FOR
LINEAR
SYSTEMS
253
9
.
THOMAS,
R
.,
Topological
s abili y
:
some
undamen al
p ope ies,
Jou nal
o
Di e en ial
Equa ions
59
(1985),
103-122
.
Ins y u
Ma ema yki
Uniwe sy e
Jagiello iski
ul
Reymon a
4
*
30 059
K aków
POLAND
Rebu
el
17 de
Gene
de
1992