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258 VIII. STABILITY

changes (VIII.6.3) to another system

d,31

2 _ -0#10002,

= in(AiQ2)Qi,

where f2(() is a polynomial in C with real coefficients which has one of the following two forms:

Q(o

1,

Case I

- 1 + coS"'°,

Case II

where co is a nonzero real number and tno is a positive integer.

Observation VIII-6-3. Let us look into Case I. Assume that system (VIII.6.3)

is

(VIII.6.3.1)

dul

due

dt = iu1,

dt = -iu2.

Note that transformation (VIII.6.5) does not change (VIII.6.3.1). Using a trans- formation of form (VIII.6.5), change h(ul, u2) so that

(VIII.6.6)

1,P = 0

for all positive integers p.

Since (u1,u2) = (ce`t,de-'t) is a solution of system (VIII.6.3.1) with a complex arbitrary constant c, the formal series

cue-,t)

cell + h(eett,

(FS-1)

v = f(-) =

ce-u + h(ce-tt cett)

is a formal solution of system (VIII.6.2) which depends on two real arbitrary constants.

Let

 

Vt + H(t,

(S)

u(t, , ) _

 

fe-'t

be the solution of system (VIII.6.2) satisfying the initial condition

(C)

t'(0, f, 6 = III].

Note that

 

 

+«0

H(t, , ) _

HP,q(t)ef°, H(tto = E

D+9=2

P+v=2

are power series in { and which are convergent uniformly on any fixed bounded interval on the real t line.

6. ANALYTIC SYSTEMS IN R2

259

Using (VIII.6.6), we obtain

I0

 

r2*

 

 

0Zx h(ceic, ee ")e-'tdt = 0,

h(Ce-'t, cett)e'Ldt

 

 

0

 

= 0.

 

 

 

 

Fix c and c by the equations

 

 

 

 

c = £ + - / 2x H(s, t:, )e-"ds and

e = { + 2 J2w H(s, {, {)e'sds.

T7r 0

 

 

 

0

Then,

 

 

 

 

= c + -(c, c)

and

t; = e + ?(c, c),

where =(c, e) and c(e, c) are convergent power series in (c, e).

 

Now, we can prove that two formal solutions

 

 

 

 

 

ce`t

+h(ce",Ce-'t)

 

 

 

 

v'(t,c+F(c,e),e+ =2(c' i!))

and

 

ee-tt +

 

 

 

 

h(&-'t, cent) j

of system (VIII.6.2) are identical. The first of these two is convergent; hence, the second is also convergent. This finishes Case I.

Observation VIII-6-4. Let us look into Case II. Assume that system (VIII.6.3) has the form

(VIII.6.3.2) dtl = iul(l +

dt2 = -iu2(1 +

Note that we have (VIII.6.4).

Since (ul,u2) = (ce't(1+co(ce)'"°) ee-u(1+c0(ct)'"0)) is a solution of system

(VIII.6.3.2) with a complex arbitrary constant c, the formal series

ce't(I+co(ce)'"0) + h(ceit(l+co(ct)"'O),

ee-'t(1+c0(ct)_0))

(FS-2) v = f (u') =

h(ce-tt(1+co(ce)'"° ), celt(1+co(ct)"O) )

ee-'t(1+c0(ce)'"0) +

is a formal solution of system (VIII.6.2) which depends on two real arbitrary constants.

Again, as in Observation VIII-6-3, let (S) be the solution of system (VIII.6.2) satisfying the initial condition (C). Set

(VIII.6.7) t; = ?(c, cJ = c + h(c, c)

and

= =(c, c) = e + h(e, c).

Then,

 

 

 

I

ce1t(1+co(ct)"°)

+

h(ceit(1+co(ce)'"°),ee-'t(l+co(ct)"'0)

ee-tt(1+c0(ct)'"0) + h(ee-it(t+co(ct)'"O),ceut(l+co(et)"O))

260

VIII. STABILITY

as formal power series in (c, e). This series has a formal period

27r

with respect to t, i.e.,

T(cc) =

1 + co(ce)m0

 

 

E(c, c)

(VIII.6.8)

v(T(cc), =[c, e], E[c, c])

 

E(e, C)

Solving (VIII.6.7) with respect to (c, e), we obtain two power series in

 

c =

and

e = e( , £).

Set

t) = T(c(., t)e(, £)).

Then, (VIII.6.8) becomes

(VIII.6.9)

Using (VIII.6.9) as equations for P({,£), it can be shown that the formal power

series

is convergent. This implies that

 

 

 

 

1/7+o

 

C(S,S)C(CS)

[(CO)

1/ J

 

 

 

is convergent. (Here, some details are left to the reader as an exercise.) On the other hand,

T(ct)

{{ese +

H(s,e-.(1+c0(c4),"O)ds

 

0

 

T(cz)

 

1Cesa(1+co(ct)'"°)+

h(ceps(1+Co(cr)m0),ce-1e(1+co(Ce)m°))J

L

+00

 

x e-fs(1+G)(cz)m°)ds = c

1 + Ehp+l,p(cz)P

and

`T(cC)

{ e + H(s, , ) }

J/

0

 

P=1

 

+oo

e'8(1+co(cc)"° )ds

1 + t he+1,P(cz)p

 

P=1

since the quantity hP+1,P are real (cf. (VIII.6.4)). This proves that C(Cr/ ) is conver-

C(l, 7)

gent. Hence, c(l;, ) and 4) are convergent. Thus, the proof of the convergence of A g) in Case II is completed.

Thus, it was proved that if all of the coefficients w,,, on the right-hand side of system (VIII.6.3) are real, the point (0,0) is a center of system (VIII.6.1). The general solution of (VIII.6.1) can be constructed by using various transformations of (VII.6.1) which bring the system to either (VIII.6.3.1) or (VIII.6.3.2). Periods of solutions in t are independent of each solution in Case I, but depend on each

solution in Case H.

7. PERTURBATIONS OF AN IMPROPER NODE AND A SADDLE PT. 261

Remark VIII-6-5. The argument given above does not apply to the case when the right-hand side of (VIII.6.1) is of C(O°) but not analytic. A counterexample is given by

 

2

_

 

 

dt

[h(1)

h(r)

y'

r2 = Y1 + y2+

 

where h(r2) = e-1jr2 sin I r I. Using the polar coordinates (r,O), this system is changed to

dt = rh(r2) and d

and periodic solutions are given by r2 = 1 with any integers nt. This is an

MR

example of centers in the sense of Bendixson (cf. [Ben2, p. 26] and §VIII-10).

For more information concerning analytic systems in JR2, see [Huk5].

VIII-7. Perturbations of an improper node and a saddle point

In the previous section, the structure of solutions of an analytic system in JR2 was showen by means of the method with power series. Hereafter, in this chapter, we consider a system

(VIII.7.1)

dy _

Ay + §(y-),

 

dt

 

under the assumption that

(i)A is a real constant 2 x 2 matrix,

(ii)the entries of the R2-valued function §(y) are continuous in g E JR2 near 0' and satisfies the condition

(VIII.7.2)

lim 9(y) = 0.

 

y-o Iy1

In this section, it is also assumed that the initial-value problem

(VIII.7.3)

df = Ay + §(y-), g(0) = g

has one and only one solution as long as g belongs to a sufficiently small neighborhood of 0.

Remark VIII-7-1. In the case, when the entries of an 1R2-valued function f (Z-) are continuously differentiable with respect to the entries z1 and z2 of i in a neigh-

borhood of i = 0 and f (0) = 0, write the differential equation dt = f(E) in form

(VIII.7.1) by setting

 

of(o) -

aft

eft

(o)

 

A =

(o)

19x2

g(y)=f(y)-Ay.

0z'

and

 

i9

 

aft

 

Lof2

az2

(

)

8x1

 

 

fact, if (r(t), 9(t)) is a solution of (VIII.7.5) such that r(t)

262

VIII. STABILITY

Using thepolar coordinates (r, 0) in the g-plane, write the vector g in the form y = r [c?}. Then, system (VIII.7.1) is written in terms of (r, B) as follows:

d=r[a, i cos2(B) + a22 sin2(9) + (a12 + a21) sin(g) cos(9)]

+ 91(-1 COs(0) + 92() sin(g),

(VIII.7.4)

 

 

rdte =r[-a12 sin2(0) + a21 COS2(0) + (a22 - all) sin(e) cos(0)]

 

 

- 91(y-) sin(g) + 92 M cos(e),

 

where A =

all

a12 J and g"(y) =

[iW)l

Here, use was made of the formula

 

a21

22

92 M

 

 

dr =

dy1

cos (9) + dye sin(6),

r de

= -dy1

sin(g) + dye cos(9).

dt

dt

dt

 

dt

dt

dt

In this section, we consider the case when the two eigenvalues Ai and A2 of the matrix A are real, distinct, and at least one of them is negative, i.e., A2 > Al and Ai < 0. Throughout this section, assume that all = Al, a22 = A2, and a12 = a21 = 0. Then, in terms of the polar coordinates (r, 0), system (VIII.7.1) can be writen in the form

(VIII.7.5)

 

r [Ai(cos(8))2

+ A2(sin (e))2 +

1

dt =

(e) + g2(g)sin (e))]

 

 

 

d9 = (A2 - Ai )sin (0) cos (0) + r

(e) + 92(y-)cos (e))

Observation VIII-7-2. The point (0,0) is not a proper node of (VIII.7.1). In

0 and e(t) --+ w as t - +oo or -oo, then d8 --* (A2 - AI) sin w cos w as t -+ +oo or -oo. Hence,

sin w cos w = 0. This implies that w = -7r, - 7r, 0, or

2

Observation VIII-7-3. For any given positive number e > 0, there exists another positive number p(e) > 0 such that

 

> 0

de

< 0

 

dt > 0

I < 0

for

- 7r + e < 0 < - 2 - e,

for

- 2 + e

<< 0 < - e,

for

e < e <

-

for -IT +e<0<ir-e,

2

if 0 < r < p(e) (cf. Figure 13).

Observation VIII-7-4. If 0 > A2 > Al, there exists a positive number ro > 0

such that dt < Air for 0 < r < ro.

7. PERTURBATIONS OF AN IMPROPER NODE AND A SADDLE PT. 263

Observation VIII-7-5. In the case when 1\2 > 0 > AI, find a real number wo

such that 0 < wo < 2 and tanwo = -1. Then, for any given positive number

2

E > 0, there exists another positive number p(E) > 0 such that

dr

dt

> 0

for

< 0

for

> 0

for

< 0

for

(wo - 7r) + E < 0 < -"lo - e,

- wo + f < 0 < wo - E, wo + E <0< (7r - wo) - E,

(7r - wo) + f < 8 < (7r + wo) E,

if 0 < r < p(E) (cf. Figure 14).

FIGURE 13.

FIGURE 14.

Observation VIII-7-6. If two positive numbers f and p are sufficiently small,

Observations VIII-7-2 and VIII-7-3 show that the behavior of orbits of (VIII.7.1) in the sectorial region S = {(r cos 0, r sin 0) : $6 < E, 0 < r < p} looks like Figure

15.

Denote by fl the set of all real numbers w such that

(i)IwI 5 E,

(ii)the orbit (r(t), 8(t)) of (VIII.7.1) such that r(0) = p and 0(0) = w leaves the sectorial region S through the boundary 0 = -E.

Set a = sup(w : w E 0). Then, ja$ < E. Furthermore, the orbit (r(t), B(t)) of

(VIII.7.1) such that r(0) = p and 0(0) = a satisfies the condition lim r(t) = 0

and Iim 6(t) = 0. This can be shown by using the continuity of orbits with+00 respect c-.+oo

to initial data (cf. Figures 16-1 and 16-2). Here, use was made of the uniqueness of solutions of initial-value problem (VIII.7.3).

FIGURE 15.

FIGURE 16-1.

FIGURE 16-2.

264

VIII. STABILITY

Observation VIII-7-7. In the case when 0 > A2 > A1, the point (0, 0) is a stable improper node of (VIII.7.1) as t -+ +oo (cf. Figure 17).

Observation VIII-7-8. In the case when A2 > 0 > A1, the point (0,0) is a saddle point of (VIII.7.1) (cf. Figure 18).

FIGURE 17. FIGURE 18.

Observation VIII-7-9. Figures 17 and 18 indicate that there are many orbits tend to the point (0,0) in the direction 0 = 0 as t +oc. This is the general situation, as the following example shows.

Fixing two positive numbers c and v, define two regions Do and DI in the y"-plane as follows (cf. Figure 19):

'D0 = (!7: Iy2I <

yi+f.

U < yI},

DI = -2 - 19: Iy2I 5 (1 + E)yi+U, 0 < yl}.

Choose three real numbers A1, A2, and A3 so that Al < 0, A2 > Al, and

(VIII.7.6)

A3

> 1 + v.

51

Let µ(y) be a real-valued function such that (a) u is bounded on tit, (b) p is continu-

ouslv differentiable in y" on

e - {(0.0)}.

(c)U(y) = A3 on Do. and

(d) µ(y') = A2 on DI. Set 9(y) =

0

Then, 9(y) = 0 if y" E Dl.

 

(l4(y) - A2)

J

 

 

Y21-

Furthermore, 0 < yl. 11121 5 (1 + ()y1+" if y"" D1, and

I9'(y)I = I (µ(y) - A2)y2I 5 KIy2I < K(1 + E)yi"" 5 K(1 + e)Iyj1+

where K is a suitable positive constant.

Consider the system

(VIII.7.7)

ddll = -\01-

dt = AM + (µ(y) - A21y2

7. PERTURBATIONS OF AN IMPROPER NODE AND A SADDLE PT. 265

If y"(0) E Do, then db2

= (.!)

2 Hence, y2 = y1

' . Now, condition (VIII.7.6)

dy1

,\I

1/i

 

implies that g(t) E Do for t > 0,

lim r(t) = 0, and lim 9(t) = 0. (cf. Figure 20).

 

 

t-+oo

t-+oo

(I +E)Yj .V

(I +e)Yi

FIGURE 19.

FIGURE 20.

Observation VIII-7-10. If we assume some condition on smoothness of §(y-),

there is only one orbit of (VIII.7. 1) that tends to the point (0, 0) in the direction

9 = 0 as t - +oc.

Theorem VIII-7-11. Assume that all = A1, a22 = A2, and a12 = a2I = 0, and that

(1)A2 > \1 and Al < 0,

(2)g(j) is continuous in a neighborhood of

(3)lim " = 0,

y-.o lye

(4) a9(y exists and is continuous in a neighborhood of 6.

2

Then, there exists a unique orbit y(t) _ [01(1)1 such that

02(t)

01(t) > 0 for t > 0,

urn 01(t) = 0,

lim 02(t) = 0,

lim b2(t)

= 0.

i t-.+oo

 

t--+co 01(t)

 

Proof.

The existence of such orbit is seen in previous observations. To show the uniqueness of such orbit, rewrite (VIII.7.1) in the form

 

 

 

 

I

 

 

 

(VIII.7.8)

dye = 1\2Y2 + 92(Y)

_ All yz +

a y192(y - (Aty1)291(Y)

dy1

AIyI+91(91

\Y1

 

1+

 

 

 

 

1

91()J)

 

 

 

 

 

 

AIYI

Next, introduce a new unknown u by y2 = y1u 1or u = y2

yI.

Then, (VIII.7.8)

becomes

 

 

 

 

 

 

 

 

 

 

1

 

 

JI2u

 

 

 

y1du- + u =

(L2) u+

1y192(YIU) - \I-91(y1u)

(VIII.7.9 )

 

 

1

 

 

 

 

dy1

 

 

 

 

 

 

 

1 +

Iy1gI(y1u)

 

 

 

 

'\

266 VIII. STABILITY

where u = [:1]. Observe that (a) 161 = 1 if Jul < 1, (b) -L (d) = U

g(0, y2)

-0 Y2

 

= d, and (c)

- 1 < 0.

 

 

i

 

Write system (VIII.7.9) in the form

l

 

Q - 1

 

I u + G(yi.u).

 

1

A2u

G(yi, u) = -

92(yiu) - a 91(yl U

1 + -19i(y1iZ) aiyi

ac

It is easy to show that lim 5:u (y1, u) = 0 uniformly on Jul < 1. Hence, there exists v --o

a non-negative valued function K(yj) such that

!G(yi, u) - G(y1, v)! < K(yi )lu - vl

whenever Jul < 1, !v! < 1 and !y1! is sufficiently small. Furthermore, slim K(yt)

=0.

Let u = 01(yi) and u = ip2(yi) be two solutions of (VIII.7.9) such that

(1)ti i (yi) and .'2(y1) are defined for 0 < yi < r) for some sufficiently small positive number 'I,

(2) lim i'1(yi) = 0 and

lim i2(yl) = 0.

vl o+

v,

Set '(yi) = 01 (y1) - s (yi ). By virtue of uniqueness, assume without any loss of generality that y(yi) > 0 for 0 < yi < ri. Then, for a sufficiently small positive r?,

d

-)tt'(yi) for 0 < y1 < i , where 7 = 2

1 I < 0. This implies that

y1

d

 

J

[y1 "V,(yi)j < 0 for 0 < yi < rj. Hence, 0 < y1

lim yi 'W(yi) = 0 for

dyi

 

Y:-0

0 < y1 < 17. Therefore, ;1(yi) = 0 for 0 < y1 < r).

The materials of this section are also found in (CL, §§5 and 6 of Chapter 151.

VIII-8. Perturbations of a proper node

In this section, we consider a system of the form

(VIII.8.1) dt = All + where y" E R2, under the assumptions that

(i)A is a negative number,

(ii)the entries of the R2-valued function g(y} are continuous in a neighborhood

of 0,

(iii)1§(y -)l < K!y"l1+i in a neighborhood of 6, where K is a nor-negative number and v is a positive number.

The main result is the following theorem.

8. PERTURBATIONS OF A PROPER NODE

267

Theorem VIII-8-1. Under the assumption given above, the point (0, 0) is a stable proper node of system (VIII.8.1) as t --, +oo.

Before we prove this theorem, we illustrate the general situation by an example.

Example VIII-8-2. Look at the system

(VIII.8.2)

dt = -y + 9(yj,

9(y _ (yi + y2) [

y

where y E R2 with the entries yl and y2 It is known that the point (0,0) is a

stable proper node of the linear system dt = -y. To find the general solution of

(VIII.8.2), change (VIII.8.2) to

(VIII.8.3)

by the transformation y' = e-'Z. Next, introduce a new independent variable s by

s = 2e-2t. Then, system (VIII.8.3) becomes

(VIII.8.4)

ds

-g(z)

 

 

Observe that

 

 

If a solution y(t) of system (VIII.8.2) satisfies an initial condition

(VIII.8.5)

9(o) = n = 171

 

?12 '

the corresponding solution z(s) = et y'(t) of system (VIII.8.4) is the solution of the

initial-value problem ds = r(7)2 f zz2 l

z" C 2 /

= rj, where

 

 

 

 

 

 

 

(VIII.8.6)

r(i) =

(n,)2 + (m)2.

 

 

Hence,

 

 

 

 

 

 

 

 

zl(s) = r(ir)sin(r(i)2s + 6(rl)),

 

z2(s) = r(i)7)cos(r(1-7)2s + 0(r1)),

where

 

 

 

 

 

 

 

 

 

 

111 = r(i) sin(

2

z, (0) = r(rl sin

 

0(rl

 

 

 

 

 

 

 

 

{ Z2(0) = r(n7) cos

 

n

= r(

n

 

(

2

 

 

i

 

 

oos