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Math. Proc. Camb. Phil. Soc. (1995), 118, 351 351<br />

Printed in Great Britain<br />

<strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> <strong>for</strong> <strong>self</strong>-<strong>adjoint</strong> <strong>differential</strong> <strong>systems</strong> <strong><strong>an</strong>d</strong> <strong>an</strong><br />

index result <strong>for</strong> corresponding Riccati matrix <strong>differential</strong> equations<br />

BY WERNER KRATZ<br />

Abteilung Mathematik V, Universitat Ulm, .D-89069 Ulm, Germ<strong>an</strong>y<br />

e-mail: kratz@dulruu51.bitnet<br />

(Received 9 December 1993; revised 17 August 1994)<br />

Abstract<br />

The main result of this paper is <strong>an</strong> <strong>oscillation</strong> <strong>theorem</strong> on linear <strong>self</strong>-<strong>adjoint</strong><br />

<strong>differential</strong> <strong>systems</strong> <strong><strong>an</strong>d</strong> a corresponding eigenvalue problem. It establishes a <strong>for</strong>mula<br />

between the number of focal points of a so-called conjoined basis of the <strong>differential</strong><br />

system on a given compact interval <strong><strong>an</strong>d</strong> the number of eigenvalues which are less<br />

th<strong>an</strong> the given eigenvalue parameter. It extends <strong>an</strong> earlier result of the author <strong><strong>an</strong>d</strong><br />

generalizes <strong>an</strong> <strong>oscillation</strong> <strong>theorem</strong> of M. Morse. Among others the proof of the<br />

<strong>theorem</strong> requires a <strong>for</strong>mula on the index of the difference of symmetric solutions of<br />

a corresponding Riccati matrix <strong>differential</strong> equation. This index <strong>for</strong>mula is the other<br />

new result presented.<br />

1. Introduction<br />

Let nxn matrix-valued functions A(t), B(t), C(t), C0(t) be given together with a<br />

fixed interval [a, b], <strong><strong>an</strong>d</strong> In x 2w-matrices S13, S2i, such that A(t), B(t), C(t), C0(t) are<br />

piecewise continuous; B(t), C(t), C0(t) are symmetric; B(t), C0(t) are non-negative<br />

definite on [a,b], <strong><strong>an</strong>d</strong> such that r<strong>an</strong>k (S13,S2i) = 2n <strong><strong>an</strong>d</strong> S13S2i = S2iS'[3.<br />

We consider the eigenvalue problem, given by the <strong>self</strong>-<strong>adjoint</strong> linear system<br />

± = A(t)x+B(t)u, u = (C(t)-AC0(t))x-A T (t)u ( + )<br />

(with eigenvalue parameter A) <strong><strong>an</strong>d</strong> the boundary conditions<br />

0<br />

- w e w r i t e


352 WERNER KRATZ<br />

Then Theorem 1 asserts that<br />

where Jf = yK*(A) is a symmetric 3n x 3n-matrix depending on X, U, S13, S2i, <strong><strong>an</strong>d</strong> A,<br />

which will be constructed explicitly (see (19)) below; nx = n^X) denotes the number<br />

of focal points of X(t) (i.e. the zeros of detX(t) including multiplicities) in the interval<br />

(a,b): n2 = n2(A) denotes the negative index of Jf (i.e. the number of its negative<br />

eigenvalues), <strong><strong>an</strong>d</strong> where n3 = n3(A) denotes the number of eigenvalues of our<br />

eigenvalue problem above (including multiplicities), which are less th<strong>an</strong> A.<br />

The local <strong>for</strong>m of this result generalizes a corresponding result by M. Morse [14,<br />

<strong>theorem</strong> 24-1] (see also [15]), where it is assumed that B(t) <strong><strong>an</strong>d</strong> C0(t) are invertible<br />

on [a, b] (i.e. the case corresponding to quadratic functionals, see [2]). But Theorem<br />

1 extends in particular a recent result of the author, in which (*) is shown<br />

(essentially) under the additional assumption that X(6) = X(b; A) is invertible (cf. [7,<br />

<strong>theorem</strong> 2]). But this did not allow the derivation of <strong>for</strong>mulae of G. D. Birkhoff[3]<br />

(see also [1]) on the number of zeros of the eigenfunctions in the 'scalar case', i.e. if<br />

n = 1. These results of G. D. Birkhoffare now covered by our new result. Besides the<br />

tools used in [2, 7, 10] we need some new results on the indices of monotone matrixvalued<br />

functions (see [8]) <strong>for</strong> the proof of our <strong>oscillation</strong> <strong>theorem</strong>.<br />

These index <strong>theorem</strong>s on matrix-valued functions also lead to a result on the index<br />

of the difference of solutions of the corresponding Riccati matrix <strong>differential</strong><br />

equation<br />

This result is the content of Theorem 2 below.<br />

We briefly describe the contents of this paper. In Section 2 we introduce the<br />

necessary notation, <strong><strong>an</strong>d</strong> provide some <strong>for</strong>mulae concerning essentially the factorization<br />

of the crucial matrix Jf above. In Section 3 we state <strong><strong>an</strong>d</strong> prove Theorem<br />

1. Finally, in Section 4, we shall derive the index result on Riccati matrix <strong>differential</strong><br />

equations (which is also needed <strong>for</strong> the proof of Theorem 1).<br />

2. Notation <strong><strong>an</strong>d</strong> auxiliary <strong>for</strong>mulae<br />

Throughout we denote by ker, Im, r<strong>an</strong>k, def <strong><strong>an</strong>d</strong> ind the kernel, image, r<strong>an</strong>k, defect<br />

(that is the dimension of the kernel) <strong><strong>an</strong>d</strong> negative index (that is the number of<br />

negative eigenvalues) of a matrix; <strong><strong>an</strong>d</strong> / denotes the identity matrix. Moreover, we<br />

write Ql < Q2 if Qt <strong><strong>an</strong>d</strong> Q2 are symmetric <strong><strong>an</strong>d</strong> if Q2 — Ql is positive definite.<br />

Monotonicity of symmetric matrix-valued functions is then defined accordingly (see,<br />

<strong>for</strong> example, [8]).<br />

Throughout this paper we shall use the following assumptions:<br />

(A) there are given n x w-matrix-valued functions A{t), B(t), C(t), C0(t), a fixed<br />

interval [a, b] (a < b), <strong><strong>an</strong>d</strong> 2n x 2n-matrices S13, SM, such that: A(t), B(t), C{t), C0(t)<br />

are piecewise continuous on [a,b] (we write eC s [a,b]); B(t), C(t), <strong><strong>an</strong>d</strong> C0(t) are<br />

symmetric <strong>for</strong> te [a, b]; B(t) <strong><strong>an</strong>d</strong> C0(t) are non-negative definite (i.e. ^ 0) <strong>for</strong> te [a, b];<br />

<strong><strong>an</strong>d</strong> such that r<strong>an</strong>k (S13, S24) = 2n, S13S24 = S2iSf3.<br />

Then we consider the following <strong>self</strong>-<strong>adjoint</strong> eigenvalue problem, which consists of<br />

the linear <strong>self</strong>-<strong>adjoint</strong> <strong>differential</strong> system<br />

x = Az+Bu, u = (C-AC0)x-A T u (1)


<strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> 353<br />

<strong><strong>an</strong>d</strong> the 2n linearly independent, <strong>self</strong>-<strong>adjoint</strong> boundary conditions<br />

where A is the (real) eigenvalue parameter.<br />

We need the following notions summarized in<br />

= 0, we write (x, u)e8%, (2)<br />

Definition 1. (i) Two nxn matrix-valued functionsX(t), U(t) are called a conjoined<br />

basis of (1) (<strong>for</strong> <strong>an</strong>y fixed AeIR), if they solve (1) <strong><strong>an</strong>d</strong> if r<strong>an</strong>k (X T (t), U T (t)) = n,<br />

U T (t)X{t) = X T (t) U(t) <strong>for</strong> te[a, b]; <strong><strong>an</strong>d</strong> then toe [a, b] is a focal point oiX(t) of multiplicity<br />

seN if s = deiX(t0) (so that X(t0) is non-invertible).<br />

(ii) The pair (A,B) is controllable or normal (on [a,b]), ifw = —A T u,Bu = 0 almost<br />

everywhere on some non-degenerate interval [t1,t2] c [a,b] always implies that<br />

u(t) = 0 almost everywhere on f^,^]-<br />

(iii) The triple {A,B, Co) is strongly observable (on [a,b]), if x = Ax+Bu, Cox = 0<br />

on some non-degenerate interval [t1,t2] a [a,b] implies that x(t) = 0 on [tl,t2] <strong>for</strong> all<br />

Remark 1. The concept of conjoined bases <strong><strong>an</strong>d</strong> focal points was studied by M.<br />

Morse[13,14] <strong><strong>an</strong>d</strong> W. T. Reid[15,16] (see also [2,10]). Concerning the notion of<br />

controllability (called normality by Morse <strong><strong>an</strong>d</strong> Reid) see [5, 14, 15, 17]. Strong<br />

observability was introduced in [6]. It c<strong>an</strong> be characterized by a r<strong>an</strong>k condition in the<br />

time-invari<strong>an</strong>t case (see [9]).<br />

Moreover, it is well known (see [2, 10, 15, 16]) that, if X, £7 is a conjoined basis of<br />

(1), then (whenever it exists) Q(t) = U(t)X~ l (t) is symmetric <strong><strong>an</strong>d</strong> solves the Riccati<br />

matrix <strong>differential</strong> equation<br />

= 0. (3)<br />

Let us mention also the so-called Wronski<strong>an</strong> identity, which says that<br />

is const<strong>an</strong>t <strong>for</strong> <strong>an</strong>y two (matrix) solutions of (1); so that the conditions of Definition 1<br />

on a conjoined basis are satisfied if they hold <strong>for</strong> some toe[a, b].<br />

Now, given <strong>an</strong>y conjoined basis X, U of (1), there always exists <strong>an</strong>other conjoined<br />

basis X2, U2, such that Xlt Ux (with X1 = X, U1 = U) <strong><strong>an</strong>d</strong> X2, U2 are so-called<br />

normalized conjoined bases (see [2, 10]), which me<strong>an</strong>s that the following identities<br />

hold (<strong>for</strong> all te[a,b]), where AeIR is fixed):<br />

X? Ut = UfXt <strong>for</strong> t = 1,2, XXX^ = X2Xf, U, VI = U2 U\<br />

<strong><strong>an</strong>d</strong> X T XU2-V T XX2=XXU T 2-X2V1=1<br />

Moreover, we shall use the special normalized conjoined bases Xlt C/j <strong><strong>an</strong>d</strong>X2, U2 of (1),<br />

which satisfy the initial conditions (see [10, (8)])<br />

X,(a) = 02(a) = 0, U^a) = -X*(a) = 1. (5)<br />

(4)


354 WERNER KRATZ<br />

Next, assuming (A) <strong><strong>an</strong>d</strong> (4), (5) (which will be done throughout) we introduce further<br />

notation <strong><strong>an</strong>d</strong> state <strong>for</strong>mulae which c<strong>an</strong> easily be verified by using mainly the<br />

Wronski<strong>an</strong> identity (e.g. XfU1-UfX1 =Xf(a) by (5)), the <strong>for</strong>mulae (4), (5), <strong><strong>an</strong>d</strong><br />

their consequence:<br />

X1=X1U1(a)-X2Xl(a),<br />

Finally, let<br />

Xl = -X1X^(a)+X2X^(a) on [a,b].<br />

MS) = ( {xfl}* 2 c^-i) F-l W = x ir«<br />

with<br />

<strong><strong>an</strong>d</strong> correspondingly<br />

<strong><strong>an</strong>d</strong><br />

MS) =<br />

I-<br />

\t),<br />

-X2(a) U2(a)\<br />

)<br />

Then, as follows directly from (1), (2) <strong><strong>an</strong>d</strong> (4) (see [10, lemma 4]), A is <strong>an</strong> eigenvalue<br />

of (1), (2), if <strong><strong>an</strong>d</strong> only if A is non-invertible, <strong><strong>an</strong>d</strong> s = def A is its multiplicity.<br />

Remark 2. When applying this theory the so-called Picone identity was of<br />

particular import<strong>an</strong>ce (see [10, <strong>theorem</strong>s 1 <strong><strong>an</strong>d</strong> 2] <strong><strong>an</strong>d</strong> [2, proposition 6 - l]). In the<br />

<strong>for</strong>mula of Picone the following term is essential<br />

where<br />

T = {F(t,x(t))-x T (t)u(t)}\ b a = f-x T (t)u(t)\ b a,<br />

F(t,x) = x T<br />

- ^ X~ l (t)X2{t)a<br />

<strong>for</strong> some fixed (parameter) vector aeU n <strong><strong>an</strong>d</strong> 'admissible' functions x(t), u(t). This<br />

leads to the most import<strong>an</strong>t matrices Ji1 <strong><strong>an</strong>d</strong> Jt'. Namely, if X^a) <strong><strong>an</strong>d</strong> X^b) are<br />

invertible, then<br />

T=c T Jixc <strong>for</strong> c T = (a T ,x T (a),-x T (b)),<br />

<strong><strong>an</strong>d</strong> if, in addition, {x,u)e!%, i.e.<br />

x(a)<br />

(see [10, proposition A 2]), then<br />

T = d T Jld <strong>for</strong> d T = (a T ,cf),<br />

where the symmetric 3n x 3w-matrices Mx <strong><strong>an</strong>d</strong> dt are given by<br />

(XS(a)X2{a)-X-\b)X2{b) -X?(a) -<br />

-{X?} T (a) -U,{a)Xl\a)<br />

~{X^} T (b) 0<br />

(6)<br />

(8)


<strong><strong>an</strong>d</strong><br />

<strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> 355<br />

= RlRf+RiJ[1R? with (9)<br />

Remark 3. Observe that these matrices Jtx <strong><strong>an</strong>d</strong> Ji are simpler th<strong>an</strong> the<br />

corresponding matrices in [2, (3-6)], but they are congruent (see [4, p. 296]) to those<br />

matrices via <strong>an</strong> easy tr<strong>an</strong>s<strong>for</strong>mation, provided that X^a) <strong><strong>an</strong>d</strong> X^b) are invertible, as<br />

was assumed. Of course, the <strong>for</strong>mulae above <strong><strong>an</strong>d</strong> subsequently are always valid if the<br />

inverse matrices involved exist. Moreover, observe that Mx <strong><strong>an</strong>d</strong> consequently also Jt<br />

do not depend on the particular choice of the conjoined basis X2, U2 at the beginning<br />

but only on the given conjoined basis X = Xx, U = U^; a fact which follows also from<br />

<strong>for</strong>mula (14) below.<br />

Furthermore, we need some more <strong>for</strong>mulae <strong><strong>an</strong>d</strong> notation arising from (8) <strong><strong>an</strong>d</strong> (9),<br />

which may be verified as be<strong>for</strong>e (use (4) <strong><strong>an</strong>d</strong> (5) in particular).<br />

where<br />

A=X- l (a)X2(a)-X- l (b)X2(b)<br />

rTWJ<br />

7 0 0<br />

with «=|[/,(a) Ux{a) U2(a)\,<br />

0 U^b) U2(b)<br />

( -Xx(a)<br />

-I<br />

-X2(a)\,<br />

X2(b)<br />

so that<br />

A -X-^a)<br />

SC-* = \X-\b)X2{b) 0<br />

-<br />

-7 0 0<br />

0 0<br />

X = \-<br />

-X,(a) -Xx(a)<br />

0 Xx(b)<br />

/<br />

0<br />

f*R T -l A<br />

1 2 ~\0 8lti<br />

C — (Cj ,C2,C3 )<br />

where (15)<br />

0<br />

/<br />

(10)<br />

(11)<br />

(12)<br />

(13)<br />

(14)


356 WERNER KRATZ<br />

The <strong>for</strong>mulae (12) <strong><strong>an</strong>d</strong> (13) defining X <strong><strong>an</strong>d</strong> A yield<br />

r<strong>an</strong>k#" = n + r<strong>an</strong>k Xx(a) +r<strong>an</strong>k Xx(b), def & = defX^ + defX^b),)<br />

r<strong>an</strong>k A = n + r<strong>an</strong>k A, def A = def A. '<br />

3. The <strong>oscillation</strong> <strong>theorem</strong><br />

This <strong>theorem</strong> concerns mainly the behaviour of the matrix Ji', when A varies<br />

(which was arbitrary, but fixed, throughout the last section). To study the<br />

dependency of the terms of the previous section on the parameter A, we assume<br />

toe(a,b) is fixed, X,(«0;A) =X4(«0), Ut(t0\ A) = Ut(t0)\<br />

<strong>for</strong> t=l,2,<br />

<strong><strong>an</strong>d</strong> X1(a;A) = U2(a;A)=0, Ux(a; A) = ~X2(a; A) = /<br />

(as in (5)) are fixed with respect to AelR.<br />

Then, of course, the functions of Section 2 depend on A as well, e.g. X((t) = Xt(t; A),<br />

= Ut(t; A), Mx(t) = Mx(t; A), etc. A = A(A), Mx = Jtx(A), Jt = Jt(A), etc.<br />

We state the following results from [2] (or [10]), which will be needed.<br />

LEMMA 1. Assume (A), let the pair (A,B) be controllable, <strong><strong>an</strong>d</strong> let the triple (A,B,C0)<br />

be strongly observable. Then the following statements hold:<br />

(i) the focal points ofXx(t; A) {<strong><strong>an</strong>d</strong> also ofXx(t;A)) are isolated with respect to te[a,b],<br />

t =(= t0 (when A is fixed), <strong><strong>an</strong>d</strong> also with respect to AelR (when t #= tQ is fixed)<br />

(by [2, (2-5) <strong><strong>an</strong>d</strong> (2-7)]);<br />

(ii) the singular points o/A(A) (i.e. the eigenvalues) are isolated (by [2, (3 - 5)]);<br />

(iii) nx(X + )— nx(X —) = defXx(a;A)+defXx(b;A) <strong>for</strong> AelR, where nx(A) denotes the<br />

number of focal points of Xx(t;A) (including multiplicities) in the interval (a,b)<br />

(by [2, (2-8)]);<br />

(iv) Mx(b;A), —Mx(a;A), <strong><strong>an</strong>d</strong> Mx(b;A) are strictly decreasing (where they exist)<br />

(by [2, (2-9)]);<br />

(v) Jtx(A), Jf?(A), J/(A) <strong><strong>an</strong>d</strong> J?*(A) are decreasing (see (8), (9), (14), (15));<br />

(vi) n3(A + ) — n3(A —) = def A(A) <strong>for</strong> AelR, where n3(A) denotes the number of the<br />

eigenvalues of (1), (2), which are less th<strong>an</strong> A.<br />

Now, [8, <strong>theorem</strong> 2] yields the local <strong>oscillation</strong> <strong>theorem</strong>, which may be obtained from<br />

[2, <strong>theorem</strong> 1] as well (see also [14, <strong>theorem</strong> 24-1]).<br />

PROPOSITION 1. Assume (A), let the pair (A,B) be controllable, <strong><strong>an</strong>d</strong> let the triple<br />

(A, B, Co) be strongly observable. Then, if Xx, Ux, A <strong><strong>an</strong>d</strong> M are according to (4), (7), (9)<br />

<strong><strong>an</strong>d</strong> (17), we have<br />

ind Jt(A +) - ind M(A -) = def A(A) - defX^a; A) - def Xx(b; A) <strong>for</strong> AeU.<br />

Proof. By (A), (4), (9), (12), (13), (16) <strong><strong>an</strong>d</strong> particularly by Lemma 1 (v), the main<br />

result of [8] may be applied to 3C(A),


<strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> 357<br />

Remark 4. It should be noted that besides some <strong>for</strong>mulae the quoted index result<br />

from [8] mainly uses the monotonicitj 7 of Jl(A) (Lemma l(v)), which is a simple<br />

consequence of the <strong>differential</strong> system (1). The proof of the corresponding result in<br />

[2, pp. 345-351] is much more elaborate <strong><strong>an</strong>d</strong> less tr<strong>an</strong>sparent.<br />

As is shown in [2, 7] the local <strong>oscillation</strong> <strong>theorem</strong> leads to a global result, if the<br />

behaviour of ind^#(A) is known as A-> —oo. This follows, via the identities (14) <strong><strong>an</strong>d</strong><br />

(15), from the asymptotic behaviour of solutions of the Riccati matrix <strong>differential</strong><br />

equation (3) as A-> — oo. These results were obtained in [6], <strong><strong>an</strong>d</strong> they require the<br />

following additional assumption on the system (A, B, Oo):<br />

(B) kerB(t), kerC0(t), <strong><strong>an</strong>d</strong> A T (t) as linear mapping restricted to kerB(t) are<br />

const<strong>an</strong>t on [a, b].<br />

Of course, (B) holds if the system is time-invari<strong>an</strong>t.<br />

Now, our global result will follow from Proposition 1 <strong><strong>an</strong>d</strong><br />

LEMMA 2. Assume (A) <strong><strong>an</strong>d</strong> (B), let the pair (A,B) be controllable, <strong><strong>an</strong>d</strong> let the triple (A,<br />

B, Co) be strongly observable. Then, the following statements hold:<br />

(i) Xt(t;A) is invertible <strong>for</strong> all te[a,b], t #= t0, if A is sufficiently small, <strong><strong>an</strong>d</strong><br />

Qi(a; A) -> — oo, Qt(b; A) -> + oo as A -»• — oo (this me<strong>an</strong>s that all eigenvalues of the<br />

matrix Qt(a; A), Qt(b;A), respectively, tend to — oo, + oo, respectively, as A -> —oo)<br />

where Qt = Ut X^ 1 <strong>for</strong> i = 1,2;<br />

(ii) Xt(t;A) is invertible <strong>for</strong> all te(a, b], if A is sufficiently small, <strong><strong>an</strong>d</strong> Q((b;A) =<br />

Ut(b; A) X^ 1 (b; A) ^ oo, M^b; A) ^oo as A^-oo <strong>for</strong> i= 1,2;<br />

(iii) ind{Qj(6; A) — Qx(b; A)} = n — defX^t^), if A is sufficiently small (see (17)).<br />

Proof. Except on the matrix Mx(b; A) the statements (i) <strong><strong>an</strong>d</strong> (ii) are the contents of<br />

[6, <strong>theorem</strong> 2] under the same assumptions that we have made here. The assertion<br />

that M^b; A)->oo as A-^— oo follows from this asymptotic behaviour via the<br />

minimum—maximum principle. This fact is shown in [10, corollary 13]. Finally,<br />

statement (iii) follows from (i), (ii) <strong><strong>an</strong>d</strong> from the index result, Theorem 2 below,<br />

because Q^t; A) — Q±(t; A)-»- — oo as t^a+ <strong>for</strong> all fixed A, which are sufficiently small,<br />

by (5) <strong><strong>an</strong>d</strong> assertion (i) (observe that Xt, Ux is the so-called principal solution of (1)<br />

at a, see [15]).<br />

Remark 5. (i) By using the identity (11), there is <strong>an</strong> alternative way to obtain<br />

assertion (iii) of Lemma 2, namely: let AeIR be fixed <strong><strong>an</strong>d</strong> consider the.function<br />

H(t) = X- 1 (t)X2(t)-X^ 1 (a)X2(a). Then, H(a) = 0, H(t) is strictly increasing on [a,b]<br />

by (1) <strong><strong>an</strong>d</strong> (4) (see [2, (2-6)]), <strong><strong>an</strong>d</strong> H(t) = {X^(a)Xf(t)} {-A^H*) by (4) again. Now,<br />

statements (i), (ii), <strong>for</strong>mula (11), <strong><strong>an</strong>d</strong> [8, corollary 2] yield statement (iii).<br />

(ii) Of course, M^b; A) ->oo implies that Jf^i; A) ->• 0 as A ->• — oo, <strong><strong>an</strong>d</strong> then <strong>for</strong>mula<br />

(6) yields (<strong>for</strong> example) that U2' 1 (b;A)^>-(i as A->— oo. This is remarkable, since<br />

X\~ l (b\A) ¥+0 (although X2~ 1 (b;A)X1(b;A)^*0, use (6)) as A->—oo in general as is<br />

shown in [11] by examples of certain Sturm-Liouville equations.<br />

Now, we c<strong>an</strong> derive the global <strong>oscillation</strong> <strong>theorem</strong>.<br />

PROPOSITION 2. Suppose that the assumptions of Proposition 1 hold, use the same<br />

notation as in Proposition 1, <strong><strong>an</strong>d</strong> assume (B).<br />

Then, <strong>for</strong> all AeU<strong>for</strong> which -Xj(a;A), Xt(6;A) <strong><strong>an</strong>d</strong> A(A) are invertible, we have<br />

, (18)


358 WERNER KRATZ<br />

where nx(A) denotes the number of focal points [including multiplicities) ofXx(t\A) in the<br />

interval (a, b), n2(A) denotes the negative index of Jl(A) <strong><strong>an</strong>d</strong> where n3(A) denotes the<br />

number of eigenvalues of (I), (2) (including multiplicities) which are less th<strong>an</strong> A.<br />

Proof. First, it follows from (17) <strong><strong>an</strong>d</strong> Lemma 2(i) that limA^._oon1(A) = defX1(


<strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> 359<br />

Now, of c = Cj + c2 with c1eImT T , c2ekerT = ImZ, we have<br />

c T Jfc = cfJ^*cl- cl ZZ T c2.<br />

Hence, ind^T = ind^1 / '* + r<strong>an</strong>kZ, which yields (18). I<br />

Remark 7. As already mentioned in the introduction Theorem 1 <strong>for</strong> the scalar case<br />

n = 1 may be used to derive the results of G. D. Birkhoff (see [3] or [1]) on the<br />

number of zeros of the eigenf unctions. Moreover, concerning the invari<strong>an</strong>ce of indJ^<br />

under <strong>an</strong>y possible choice of the matrices S, T, Z in (19), let us mention the following<br />

assertions, which c<strong>an</strong> be derived quite easily (see [10, proposition A 1] <strong><strong>an</strong>d</strong> [12,<br />

Ch. I, 5-7-2]): there exist symmetric matrices S1 = »51(A) <strong><strong>an</strong>d</strong> S2 such that<br />

so that<br />

% T (A)


360 WERNER KRATZ<br />

Proof. Since the pair (A,B) is controllable, the focal points of Xx(t) <strong><strong>an</strong>d</strong> X2(t) are<br />

isolated by Lemma 1 (i) above (or by [2, (2-5)]), so that the left-h<strong><strong>an</strong>d</strong> sides of (20) <strong><strong>an</strong>d</strong><br />

(22) are well-defined. Next, we have (whenever Xt(r) is invertible) that<br />

Qi(r)-Q2{r) = -{X?} T (T) WX?(T),<br />

where the Wronski<strong>an</strong> W = X T (T) U2(T) — U T (T)X2(T) is const<strong>an</strong>t by Remark 1. Hence,<br />

r<strong>an</strong>k {Q1 — Q2} (T) = r<strong>an</strong>k W is const<strong>an</strong>t as mentioned at the beginning of this section.<br />

Now, we prove (22) by applying [8, corollary 1] with the following setting.<br />

Choose a conjoined basisXJ, U* of (1), such thatXj, Ul <strong><strong>an</strong>d</strong>XJ, U* are normalized<br />

conjoined bases of (1) (use [2, (2-3)]), so that (4) holds correspondingly, fix te(a, b),<br />

<strong><strong>an</strong>d</strong> put (with the notation of [8])<br />

Rx = U*X* -X T U*, R2 = U2 r X1 -X? U1 (= W T ),<br />

U(T) = -Xf(r), X{T) = X?{T), U = U{t), X = X(t),<br />

A = R^X+R2 U, M(T) = R1R2 T +R2 U{T)X-\T)R^.<br />

Then, with m = n, <strong><strong>an</strong>d</strong> Q, S, T as in the corollary, we have the same setting as in [8,<br />

corollary 1]. Now our assertion, i.e. (22), follows directly from that result [8, (22)],<br />

by verifying the assumptions <strong><strong>an</strong>d</strong> corresponding qu<strong>an</strong>tities as follows:<br />

r<strong>an</strong>k (R^RJ = r<strong>an</strong>k{(C/-f, -Z2 T ) (^ f|)| = r<strong>an</strong>k (Z2 T , U T 2) s n<br />

(observe that R1 <strong><strong>an</strong>d</strong> R2 are (const<strong>an</strong>t) Wronski<strong>an</strong>s), <strong><strong>an</strong>d</strong> R±R2 = R2Rf (use (4)), so<br />

that [8, (3)] holds;<br />

U{T)X~ r (T) = —X^I^X^T) is symmetric <strong><strong>an</strong>d</strong> decreasing (by [2, (2-6)]), so that [8, (5),<br />

(14), (15) <strong><strong>an</strong>d</strong> (16)] hold;<br />

M(T)=X^(T){Q1(T)-Q2(T)}X2(T) (use (4)), so that indif(r) is equal to the<br />

ind{Ql — Q2}(T) (whenever X2(T) is invertible); <strong><strong>an</strong>d</strong><br />

A(T) = RtX(T)+R2 U(T) = -X^(T) (use (4) again), so that [8, (12), (17)] hold with the<br />

setting of (21) <strong><strong>an</strong>d</strong> so that def A(t + ) = 0.<br />

Now, assertion (22) above coincides with [8, (22)], which completes the proof.<br />

REFERENCES<br />

[1] G. BAUR. <strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> <strong>for</strong> the Sturm-Liouville problem with <strong>self</strong>-<strong>adjoint</strong> boundary<br />

conditions. Math. Nachr. 138 (1988), 189-194.<br />

[2] G. BAUR <strong><strong>an</strong>d</strong> W. KRATZ. A general <strong>oscillation</strong> <strong>theorem</strong> <strong>for</strong> <strong>self</strong>-<strong>adjoint</strong> <strong>differential</strong> <strong>systems</strong><br />

with applications to Sturm-Liouville eigenvalue problems <strong><strong>an</strong>d</strong> quadratic functions. Rend.<br />

Circ. Mat. Palermo (2) 38 (1989), 329-370.<br />

[3] G. D. BmKHOFF. Existence <strong><strong>an</strong>d</strong> <strong>oscillation</strong> <strong>theorem</strong> <strong>for</strong> a certain boundary value problem.<br />

Tr<strong>an</strong>s. Amer. Math. Soc. 10 (1909), 259-270.<br />

[4] F. R. GANTMACHER. The theory of matrices, vol. I (Chelsea, 1960).<br />

[5] J. KLAMKA. Controllability of dynamical <strong>systems</strong> (Kluwer Academic Publishers, 1991).<br />

[6] W. KRATZ. The asymptotic behaviour of Riccati matrix <strong>differential</strong> equations. Asymptotic<br />

<strong>An</strong>al. 1 (1993), 67-80.<br />

[7] W. KRATZ. <strong>An</strong> <strong>oscillation</strong> <strong>theorem</strong> <strong>for</strong> <strong>self</strong>-<strong>adjoint</strong> <strong>differential</strong> <strong>systems</strong> <strong><strong>an</strong>d</strong> the Rayleigh<br />

principle <strong>for</strong> quadratic functionals. J. London Math. Soc. (to appear).<br />

[8] W. KRATZ. <strong>An</strong> index <strong>theorem</strong> <strong>for</strong> monotone matrix-valued functions. SI AM J. Matrix <strong>An</strong>al.<br />

Appl. 16 (1995) (to appear).<br />

[9] W. KRATZ. Characterization of strong observability <strong><strong>an</strong>d</strong> construction of <strong>an</strong> observer. Linear<br />

Algebra Appl. (to appear).


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[10] W. KKATZ <strong><strong>an</strong>d</strong> A. PEYEKIMHOFF. A treatment of Sturm-Liouville eigenvalue problems via<br />

Picone's identity. <strong>An</strong>alysis 5 (1985), 97-152.<br />

[11] F. J. MARKER. On the asymptotic behaviour of certain Riccati matrix <strong>differential</strong> equations.<br />

Asymptotic <strong>An</strong>al. 6 (1993), 295-314.<br />

[12] M. MARCUS <strong><strong>an</strong>d</strong> H. MINC. A survey of matrix theory <strong><strong>an</strong>d</strong> matrix inequalities (Allyn <strong><strong>an</strong>d</strong> Bacon,<br />

1964).<br />

[13] M. MORSE. The calculus of variations in the large (AMS Colloquium Publication 18, 1934).<br />

[14] M. MORSE. Variational <strong>An</strong>alysis: Critical extremals <strong><strong>an</strong>d</strong> Sturmi<strong>an</strong> extensions (Wiley, 1973).<br />

[15] W. T. REID. Ordinary <strong>differential</strong> equations (Wiley, 1971).<br />

[16] W. T. REID. Riccati <strong>differential</strong> equations (Academic Press, 1972).<br />

[17] W. M. WONHAM. Linear multivariable control: a geometric approach, 3rd ed. (Springer, 1985).

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