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http://jipam.vu.edu.au/

Volume 4, Issue 5, Article 105, 2003

KANTOROVICH TYPE INEQUALITIES FOR 1> p >0

MARIKO GIGA

DEPARTMENT OFMATHEMATICS

NIPPONMEDICALSCHOOL

2-297-2 KOSUGINAKAHARA-KU

KAWASAKI211-0063 JAPAN. [email protected]

Received 24 May, 2003; accepted 28 June, 2003 Communicated by T. Furuta

ABSTRACT. We shall discuss operator inequalities for 1 > p > 0 associated with Hölder- McCarthy and Kantorovich inequalities.

Key words and phrases: Kantorovich type inequality, Order preserving inequality, Concave function.

2000 Mathematics Subject Classification. 47A63.

1. INTRODUCTION

In this paper, an operator is taken to be a bounded linear operator on a Hilbert space H.

An operator T is said to be positive (denoted by T ≥ 0) if(T x, x) ≥ 0, alsoT is said to be strictly positive (denoted byT >0) ifT is positive and invertible. The celebrated Kantorovich inequality asserts that if T is a strictly positive operator such thatM I ≥ T ≥ mI > 0, then (T−1x, x) (T x, x)≤ (m+M)4mM2 holds for every unit vectorxinH. There have been many papers published on Kantorovich type inequalities, some of them are the papers of B. Mond and J.

Peˇcari´c [9], [10], and [11]. Other examples of Kantorovich type inequalities can be found in the work of Furuta [4] and the extended work [8]. More general results may be seen in the work of Li and Mathias in [7]. We shall discuss operator inequalities for1> p >0associated with the Hölder-McCarthy and Kantorovich inequalities as a complementary result of [6].

2. OPERATOR INEQUALITIES FOR1> p >0ASSOCIATED WITH

HÖLDER-MCCARTHY ANDKANTOROVICH INEQUALITIES

Theorem 2.1. LetT be a strictly positive operator on a Hilbert spaceHsuch thatM I ≥T ≥ mI > 0, whereM > m > 0. Also, let f(t)be a real valued continuous concave function on [m, M]and let1> q >0.

Then the following inequality holds for every unit vectorx:

(2.1) f((T x, x))≥(f(T)x, x)≥K(m, M, f, q)(T x, x)q,

ISSN (electronic): 1443-5756

c 2003 Victoria University. All rights reserved.

089-03

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whereK(m, M, f, q)is defined by K(m, M, f, q)

=

















B1 = (mf(M)−M f(m)) (q−1)(M−m)

(q−1)(f(M)−f(m)) q(mf(M)−M f(m))

q

if Case 1 holds;

B2 = f(m)

mq if Case 2 holds;

B3 = f(M)

Mq if Case 3 holds,

where Case 1, Case 2 and Case 3 are as follows:

Case 1: f(M)> f(m), f(M)

M < f(m)

m and f(m)

m q ≥ f(M)−f(m)

M−m ≥ f(M) M q, Case 2: f(M)> f(m), f(M)

M < f(m)

m and f(m)

m q < f(M)−f(m) M −m , Case 3: f(M)> f(m), f(M)

M < f(m)

m and f(M)

M q > f(M)−f(m) M −m .

Theorem 2.1 easily implies the following result.

Corollary 2.2. LetT be a strictly positive operator on a Hilbert spaceHsuch thatM I ≥T ≥ mI >0, whereM > m >0. Also let1> p >0and1> q >0, then we have

(2.2) (T x, x)p ≥(Tpx, x)≥K(m, M, p, q)(T x, x)q, whereK(m, M, p, q)is defined by

K(m, M, p, q) =













K(1)(m, M, p, q) ifmp−1q≥ Mp−mp

M −m ≥Mp−1q;

mp−q ifmp−1q < Mp−mp M−m ; Mp−q ifMp−1q > Mp−mp

M −m ,

whereK(1)(m, M, p, q)is defined by

(2.3) K(1)(m, M, p, q) = (mMp−M mp) (q−1)(M −m)

(q−1)(Mp−mp) q(mMp−M mp)

q

.

3. PROOFS OF THE RESULTS IN§2

We state the following fundamental lemma before giving proofs of the results in §2.

Lemma 3.1. Leth(t)be defined by (3.1) on(0,∞)for any real number qsuch thatq ∈(0,1) and any real numbersKandk, andM > m >0

(3.1) h(t) = 1

tq

k+ K−k

M −m(t−m)

.

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Thenh(t)has the following lower boundBD(m, M, k, K, q)on[m, M]:

BD(m, M, k, K, q)

=

















B1 = (mK −M k) (q−1)(M −m)

(q−1)(K−k) q(mK−M k)

q

if Case 1 holds;

B2 = k

mq if Case 2 holds;

B3 = K

Mq if Case 3 holds,

where Case 1, Case 2 and Case 3 are as follows:

Case 1K > k, K M < k

m and k

mq≥ K−k M −m ≥ K

Mq;

Case 2K > k, K M < k

m and k

mq < K−k M −m; Case 3K > k, K

M < k

m and K

Mq > K −k M −m. Proof. We have thath0(t1) = 0when

t1 = q

(q−1) ·(mK −M k)

(K−k) and h00(t1) = −q(mK−M k) (M −m)tq+21 ,

and the conditions in Case 1 ensure thatm≤t1 ≤M,h00(t1)>0andh(t)has the lower bound B1 = h(t1)on [m, M]. By the geometric properties ofh(t), the conditions in Case 2 ensure that0 < t1 < mandh(t)has the lower bound B2 = h(m)on [m, M].Also the conditions in Case 3 ensure thatt1 > M andh(t)has the lower boundB3 =h(M)on[m, M].

Proof of Theorem 2.1. Asf(t)is a real valued continuous concave function on[m, M], we have (3.2) f(t)≥f(m) + f(M)−f(m)

M −m (t−m) for any t∈[m, M].

By applying the standard operational calculus of positive operator T to (3.1), since M ≥ (T x, x)≥m, we obtain for every unit vectorx

(3.3) (f(T)x, x)≥f(m) + f(M)−f(m)

M −m ((T x, x)−m).

Multiplying by(T x, x)−qon both sides of (3.2), we have

(3.4) (T x, x)−q(f(T)x, x)≥h((T x, x)), where

h(t) = t−q

f(m) + f(M)−f(m)

M −m (t−m)

.

Then we obtain

(3.5) (f(T)x, x)≥

m≤t≤Mmin h(t)

(T x, x)q.

PuttingK =f(M)andk =f(m)in Lemma 3.1, so that the latter inequality of (2.1) follows by (3.5) and Lemma 3.1 and the former inequality in (2.1) follows by the Jensen inequality (for examples, see [1], [2], [3] and [7]) sincef(t)is a concave function. Whence the proof is

complete by Lemma 3.1.

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Proof of Corollary 2.2. Putf(t) = tp forp ∈ (0,1)in Theorem 2.1. As f(t) is a real valued continuous concave function on[m, M],Mp > mp andMp−1 < mp−1 hold for anyp∈ (0,1), that is,f(M)> f(m)and f(M)M < f(m)m for anyp∈(0,1).

Whence the proof of Corollary 2.2 is complete by Theorem 2.1.

4. APPLICATION OFCOROLLARY 2.2TO KANTOROVICHTYPE OPERATOR

INEQUALITIES

Theorem 4.1. Let Aand B be two strictly positive operators on a Hilbert spaceH such that M1I ≥A≥m1I >0andM2I ≥B ≥m2I >0, whereM1 > m1 >0andM2 > m2 >0and A≥B.

(a) Ifp >1andq >1, then the following inequality holds:

K(m2, M2, p, q)Aq ≥Bp, whereK(m1, M1, p, q)is defined by

K(m2, M2, p, q) =

















K(1)(m2, M2, p, q) ifmp−12 q≤ M2p−mp2

M2−m2 ≤M2p−1q;

mp−q2 ifmp−12 q > M2p−mp2 M2−m2; M2p−q ifM2p−1q < M2p−mp2

M2−m2. (b) Ifp <0andq <0, then the following inequality holds:

K(m1, M1, p, q)Bq ≥Ap, whereK(m1, M1, p, q)is defined by

K(m1, M1, p, q) =

















K(1)(m1, M1, p, q) ifmp−11 q≤ M1p−mp1

M1−m1 ≤M1p−1q;

mp−q1 ifmp−11 q > M1p−mp1 M1−m1; M1p−q ifM1p−1q < M1p−mp1

M1−m1. (c) If1> p > 0and1> q >0, then the following inequality holds:

(4.1) Ap ≥K(m1, M1, p, q)Bq,

K(m1, M1, p, q) =

















K(1)(m1, M1, p, q) ifmp−11 q≥ M1p−mp1

M1−m1 ≥M1p−1q;

mp−q1 ifmp−11 q < M1p−mp1 M1−m1; M1p−q ifM1p−1q > M1p−mp1

M1−m1, whereK(1)(m, M, p, q)in (a), (b) and (c) is defined in (2.3).

Proof. We have only to prove (c) since (a) and (b) are both shown in [6].

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Proof of (c). For every unit vectorx,1> p >0and1> q >0, we have (Apx, x)≥K(m1, M1, p, q)(Ax, x)q by Corollary 2.2

≥K(m1, M1, p, q)(Bx, x)q sinceA≥B >0and1> q >0

≥K(m1, M1, p, q)(Bqx, x) by the Hölder-McCarthy inequality, since1> q >0

so that (4.1) is shown and the proof is complete.

Corollary 4.2. LetAandB be two strictly positive operators on a Hilbert space H such that M1I ≥ A ≥ m1I > 0andM2I ≥ B ≥ m2I >0, whereM1 > m1 > 0, M2 > m2 > 0and A≥B.

(i) Ifp >1, then the following inequality holds

K(1)(m2, M2, p)Ap ≥Bp. (ii) Ifp <0, then then the following inequality holds

K(1)(m1, M1, p)Bp ≥Ap, where

K(1)(m, M, p) = (mMp−M mp) (p−1)(M −m)

(p−1)(Mp−mp) p(mMp−M mp)

p

.

Proof of Corollary 4.2. Sincetp is a convex function for p > 1or p < 0, andtp is a concave function for1> p >0, we have only to putp=qin Theorem 4.1.

Remark 4.3. We remark that (i) of Corollary 4.2 is shown in [4, Theorem 2.1] and Theorem 1 in §3.6.2 of [5]. In the casep=q∈(0,1), the result (4.1) may be given as follows: A≥B >0 ensures that Ap ≥ Bp ≥ K(m1, M1, p, p)Bp for all p ∈ (0,1). In fact, the first inequality follows by the Löwner-Heinz inequality and the second one holds sinceK(m1, M1, p, p) ≤ 1 which is derived from (2.2).

Remark 4.4. We remark that forp >1andq >1, K(1)(m, M, p, q)can be rewritten as K(1)(m, M, p, q) = (mMp−M mp)

(q−1)(M −m)

(q−1)(Mp−mp) q(mMp−M mp)

q

= (q−1)q−1 qq

(Mp−mp)q (M −m)(mMp−mp)q−1 and in fact this latter simple form is in [6].

REFERENCES

[1] T. ANDO, Concavity of certain maps on positive definite matrices and applications to Hadamard products, Linear Alg. and Appl., 26 (1979), 203–241.

[2] M.D. CHOI, A Schwarz inequality for positive linear maps onC-algebras, Illinois J. Math, 18 (1974), 565–574.

[3] C. DAVIS, A Schwarz inequality for convex operator functions, Proc. Amer. Math. Soc., 8 (1957), 42–44.

[4] T. FURUTA, Operator inequalities associated with Hölder-McCarthy and Kantorovich inequalities, J. Inequal. and Appl., 2 (1998),137–148.

[5] T. FURUTA, Invitation to Linear Operators, Taylor & Francis, London, 2001.

[6] T. FURUTA AND M. GIGA, A complementary result of Kantorovich type order preserving in- equalities by J.Mi´ci´c-J.Peˇcari´c-Seo, to appear in Linear Alg. and Appl.

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[7] C.-K. LIANDR. MATHIAS, Matrix inequalities involving positive linear map, Linear and Multi- linear Alg., 41 (1996), 221–231.

[8] J. MI ´CI ´C, J. PE ˇCARI ´C AND Y. SEO, Function order of positive operators based on the Mond- Peˇcari´c method, Linear Alg. and Appl., 360 (2003), 15–34.

[9] B. MONDANDJ. PE ˇCARI ´C, Convex inequalities in Hilbert space, Houston J. Math., 19 (1993), 405–420.

[10] B. MOND ANDJ. PE ˇCARI ´C, A matrix version of Ky Fan Generalization of the Kantorovich in- equality, Linear and Multilinear Algebra, 36 (1994), 217–221.

[11] B. MOND AND J. PE ˇCARI ´C, Bound for Jensen’s inequality for several operators, Houston J.

Math., 20 (1994), 645–651.

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