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Applications of Kato’s inequality for n-tuples of operators in Hilbert spaces, (II)

Abstract

In this paper, by the use of famous Kato’s inequality for bounded linear operators, we establish some new inequalities for n-tuples of operators and apply them to functions of normal operators defined by power series as well as to some norms and numerical radii that arise in multivariate operator theory. They provide a natural continuation of the results in previous paper with (I) in the title.

MSC: 47A50, 47A63.

1 Introduction

In 1952, Kato [1] proved the following generalization of the Schwarz inequality:

|Tx,y | 2 ( T T ) α x , x ( T T ) 1 α y , y
(1.1)

for any x,yH, α[0,1], and T is a bounded linear operator on H.

Utilizing the operator modulus notation, we can write (1.1) as follows:

|Tx,y | 2 | T | 2 α x , x | T | 2 ( 1 α ) y , y .
(1.2)

For results related to Kato’s inequality, see [117] and [18].

In the recent paper [19], by employing Kato’s inequality (1.2), Dragomir, Cho and Kim established the following results for sequences of bounded linear operators on complex Hilbert spaces.

Theorem 1 Let ( T 1 ,, T n )B(H)××B(H):= B ( n ) (H) be an n-tuple of bounded linear operators on the Hilbert space (H;,) and ( p 1 ,, p n ) R + n be an n-tuple of nonnegative weights not all of them equal to zero, then

j = 1 n p j | T j x , y | j = 1 n p j ( | T j | 2 α + | T j | 2 ( 1 α ) 2 ) x , x 1 / 2 × j = 1 n p j ( | T j | 2 α + | T j | 2 ( 1 α ) 2 ) y , y 1 / 2
(1.3)

for any α[0,1] and any x,yH.

Theorem 2 With the assumptions in Theorem 1, we have

j = 1 n p j | T j x , y | 2 1 2 j = 1 n p j ( T j x 2 α T j y 2 ( 1 α ) + T j y 2 α T j x 2 ( 1 α ) ) 1 2 [ ( j = 1 n p j T j x 2 ) α ( j = 1 n p j T j y 2 ) 1 α + ( j = 1 n p j T j x 2 ) 1 α ( j = 1 n p j T j y 2 ) α ] 1 2 j = 1 n p j ( T j x 2 + T j y 2 )
(1.4)

for any x,yH with x=y=1 and α[0,1].

For various related results, see the papers [2022] and [2327].

Motivated by the above results, we establish in this paper more inequalities for n-tuples of bounded linear operators that can be obtained from Kato’s result (1.2) and apply them to functions of normal operators defined by power series as well as to some norms and numerical radii that can be associated with these n-tuples of bounded linear operators on Hilbert spaces. The paper is a natural continuation of [19].

2 Some inequalities for n-tuples of operators

The following result holds.

Theorem 3 Let ( T 1 ,, T n ) B ( n ) (H) be an n-tuple of bounded linear operators on the Hilbert space (H;,) and ( p 1 ,, p n ) R + n be an n-tuple of nonnegative weights not all of them equal to zero, then

| j = 1 n p j ( T j + T j 2 ) x , y | j = 1 n p j | T j + T j 2 x , y | j = 1 n p j [ | T j x , y | + | T j x , y | 2 ] j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] x , x 1 / 2 × j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] y , y 1 / 2
(2.1)

for any α[0,1] and, in particular, for α= 1 2

| j = 1 n p j ( T j + T j 2 ) x , y | j = 1 n p j | T j + T j 2 x , y | j = 1 n p j [ | T j x , y | + | T j x , y | 2 ] j = 1 n p j [ | T j | + | T j | 2 ] x , x 1 / 2 × j = 1 n p j [ | T j | + | T j | 2 ] y , y 1 / 2
(2.2)

for any x,yH.

Proof The first two inequalities are obvious by the properties of the modulus.

Utilizing Kato’s inequality, we have

| T j x,y| | T j | 2 α x , x 1 / 2 | T j | 2 ( 1 α ) y , y 1 / 2
(2.3)

and, by replacing x with y, we have

| T j y,x| | T j | 2 α y , y 1 / 2 | T j | 2 ( 1 α ) x , x 1 / 2 ,

i.e.,

| T j x , y | | T j | 2 ( 1 α ) x , x 1 / 2 | T j | 2 α y , y 1 / 2
(2.4)

for any j{1,,n} and x,yH.

Adding inequalities (2.3) and (2.4) and utilizing the elementary inequality

ab+cd ( a 2 + c 2 ) 1 / 2 ( b 2 + d 2 ) 1 / 2 ,a,b,c,d0,

we get

| T j x , y | + | T j x , y | | T j | 2 α x , x 1 / 2 | T j | 2 ( 1 α ) y , y 1 / 2 + | T j | 2 ( 1 α ) x , x 1 / 2 | T j | 2 α y , y 1 / 2 [ | T j | 2 α + | T j | 2 ( 1 α ) ] x , x 1 / 2 × [ | T j | 2 α + | T j | 2 ( 1 α ) ] y , y 1 / 2
(2.5)

for any j{1,,n} and x,yH.

Multiplying inequalities (2.5) by p j 0 and then summing over j from 1 to n and utilizing the weighted Cauchy-Buniakowski-Schwarz inequality, we have

j = 1 n p j [ | T j x , y | + | T j x , y | ] j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) ] x , x 1 / 2 [ | T j | 2 α + | T j | 2 ( 1 α ) ] y , y 1 / 2 j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) ] x , x 1 / 2 j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) ] y , y 1 / 2
(2.6)

for x,yH, which is equivalent to the third inequality in (2.1). □

Remark 1 The particular case y=x is of interest for providing numerical radii inequalities and can be stated as follows:

| j = 1 n p j ( T j + T j 2 ) x , x | j = 1 n p j | T j + T j 2 x , x | j = 1 n p j | T j x , x | j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] x , x
(2.7)

for any α[0,1] and, for α= 1 2 ,

| j = 1 n p j ( T j + T j 2 ) x , x | j = 1 n p j | T j + T j 2 x , x | j = 1 n p j | T j x , x | j = 1 n p j [ | T j | + | T j | 2 ] x , x
(2.8)

for any xH.

The case of unitary vectors provides more refinements as follows.

Remark 2 With the assumptions in Theorem 3, we have

j = 1 n p j [ | T j x , y | + | T j x , y | 2 ] j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] x , x 1 / 2 j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] y , y 1 / 2 ( j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] ) 1 / 2 x , x × ( j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] ) 1 / 2 y , y 1 2 [ ( j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] ) 1 / 2 x , x 2 + ( j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] ) 1 / 2 y , y 2 ] 1 2 [ j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] x , x + j = 1 n p j [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] y , y ]
(2.9)

for any α[0,1] and, in particular,

j = 1 n p j [ | T j x , y | + | T j x , y | 2 ] j = 1 n p j [ | T j | + | T j | 2 ] x , x 1 / 2 j = 1 n p j [ | T j | + | T j | 2 ] y , y 1 / 2 ( j = 1 n p j [ | T j | + | T j | 2 ] ) 1 / 2 x , x ( j = 1 n p j [ | T j | + | T j | 2 ] ) 1 / 2 y , y 1 2 [ ( j = 1 n p j [ | T j | + | T j | 2 ] ) 1 / 2 x , x 2 + ( j = 1 n p j [ | T j | + | T j | 2 ] ) 1 / 2 y , y 2 ] 1 2 [ j = 1 n p j [ | T j | + | T j | 2 ] x , x + j = 1 n p j [ | T j | + | T j | 2 ] y , y ]
(2.10)

for any x,yH with x=y=1.

The proofs follow by utilizing the Hölder-McCarthy inequalities P r x,x P x , x r and P x , x s P s x,x that hold for the positive operator P, for r(0,1), s[1,) and xH with x=1. The details are omitted.

In order to employ the above result in obtaining some inequalities for functions of normal operators defined by power series, we need the following version of (2.1).

Remark 3 If we write inequality (2.1) for the normal operators N j , j{1,,n}, then we get

| j = 1 n p j ( N j + N j 2 ) x , y | j = 1 n p j | N j + N j 2 x , y | j = 1 n p j [ | N j x , y | + | N j x , y | 2 ] j = 1 n p j [ | N j | 2 α + | N j | 2 ( 1 α ) 2 ] x , x 1 / 2 × j = 1 n p j [ | N j | 2 α + | N j | 2 ( 1 α ) 2 ] y , y 1 / 2
(2.11)

for any α[0,1] and, in particular, for α= 1 2

| j = 1 n p j ( N j + N j 2 ) x , y | j = 1 n p j | N j + N j 2 x , y | j = 1 n p j [ | N j x , y | + | N j x , y | 2 ] j = 1 n p j | N j | x , x 1 / 2 j = 1 n p j | N j | y , y 1 / 2
(2.12)

for any x,yH.

The following results involving quadratics also hold.

Theorem 4 Let ( T 1 ,, T n ) B ( n ) (H) be an n-tuple of bounded linear operators on the Hilbert space (H;,) and ( p 1 ,, p n ) R + n be an n-tuple of nonnegative weights not all of them equal to zero, then

j = 1 n p j [ | T j x , y | 2 + | T j x , y | 2 ] j = 1 n p j [ T j x 2 α T j y 2 ( 1 α ) + T j y 2 α T j x 2 ( 1 α ) ] ( j = 1 n p j T j x 2 ) α ( j = 1 n p j T j y 2 ) 1 α + ( j = 1 n p j T j y 2 ) α ( j = 1 n p j T j x 2 ) 1 α ( j = 1 n p j [ T j x 2 + T j y 2 ] ) α ( j = 1 n p j [ T j y 2 + T j x 2 ] ) 1 α
(2.13)

for any x,yH with x=y=1 and α[0,1].

Proof We must prove the inequalities only in the case α(0,1), since the case α=0 or α=1 follows directly from the corresponding case of Kato’s inequality.

Utilizing Kato’s inequality, we have

| T j x,y | 2 | T j | 2 α x , x | T j | 2 ( 1 α ) y , y
(2.14)

and, by replacing x with y, we have

| T j x , y | 2 | T j | 2 ( 1 α ) x , x | T j | 2 α y , y
(2.15)

for any j{1,,n} and x,yH.

By the Hölder-McCarthy inequality P r x,x P x , x r for r(0,1) and xH with x=1, we also have

| T j | 2 α x , x | T j | 2 ( 1 α ) y , y | T j | 2 x , x α | T j | 2 y , y 1 α
(2.16)

and

| T j | 2 ( 1 α ) x , x | T j | 2 α y , y | T j | 2 y , y α | T j | 2 x , x 1 α
(2.17)

for any j{1,,n} and x,yH with x=y=1.

We then obtain by summation

| T j x , y | 2 + | T j x , y | 2 | T j | 2 x , x α | T j | 2 y , y 1 α + | T j | 2 y , y α | T j | 2 x , x 1 α
(2.18)

for any j{1,,n} and x,yH with x=y=1.

Now, if we multiply (2.18) with p j 0, sum over j from 1 to n, we get

j = 1 n p j [ | T j x , y | 2 + | T j x , y | 2 ] j = 1 n p j | T j | 2 x , x α | T j | 2 y , y 1 α + j = 1 n p j | T j | 2 y , y α | T j | 2 x , x 1 α
(2.19)

for any x,yH with x=y=1 and α(0,1).

Since | T j | 2 x,x= T j x 2 , | T j | 2 y,y= T j y 2 , | T j | 2 y,y= T j y 2 and | T j | 2 x,x= T j x 2 j{1,,n}, then we get from (2.19) the first part of (2.13).

Now, on making use of the weighted Hölder discrete inequality

j = 1 n p j a j b j ( j = 1 n p j a j p ) 1 / p ( j = 1 n p j b j q ) 1 / q ,p,q>1, 1 p + 1 q =1,

where ( a 1 ,, a n ),( b 1 ,, b n ) R + n , we also have

j = 1 n p j T j x 2 α T j y 2 ( 1 α ) ( j = 1 n p j T j x 2 ) α ( j = 1 n p j T j y 2 ( 1 α ) ) 1 α

and

j = 1 n p j T j y 2 α T j x 2 ( 1 α ) ( j = 1 n p j T j y 2 ) α ( j = 1 n p j T j x 2 ) 1 α .

Summing these two inequalities, we deduce the second inequality in (2.13).

Finally, on utilizing the Hölder inequality

ab+cd ( a p + c p ) 1 / p ( b q + d q ) 1 / q ,a,b,c,d0,

where p>1 and 1 p + 1 q =1, we have

( j = 1 n p j T j x 2 ) α ( j = 1 n p j T j y 2 ) 1 α + ( j = 1 n p j T j y 2 ) α ( j = 1 n p j T j x 2 ) 1 α ( j = 1 n p j T j x 2 + j = 1 n p j T j y 2 ) α ( j = 1 n p j T j y 2 + j = 1 n p j T j x 2 ) 1 α

and the proof is completed. □

Remark 4 Utilizing the elementary inequality for complex numbers

| z + w 2 | 2 | z | 2 + | w | 2 2 ,z,wC,

we have

j = 1 n p j [ | ( T j + T j 2 ) x , y | 2 ] j = 1 n p j [ | T j x , y | 2 + | T j x , y | 2 2 ]
(2.20)

and by the weighted arithmetic mean-geometric mean inequality

a α b 1 α αa+(1α)b,a,b0,α[0,1],

we also have

( j = 1 n p j [ T j x 2 + T j y 2 ] ) α ( j = 1 n p j [ T j y 2 + T j x 2 ] ) 1 α α j = 1 n p j [ T j x 2 + T j y 2 ] + ( 1 α ) j = 1 n p j [ T j y 2 + T j x 2 ] .
(2.21)

If we choose α= 1 2 and use (2.4), (2.20) and (2.22), we derive

j = 1 n p j [ | ( T j + T j 2 ) x , y | 2 ] j = 1 n p j [ | T j x , y | 2 + | T j x , y | 2 2 ] 1 2 j = 1 n p j [ T j x T j y + T j y T j x ] 1 2 ( j = 1 n p j T j x 2 ) 1 / 2 ( j = 1 n p j T j y ) 1 / 2 + 1 2 ( j = 1 n p j T j y 2 ) 1 / 2 ( j = 1 n p j T j x 2 ) 1 / 2 ( j = 1 n p j [ T j x 2 + T j y 2 2 ] ) 1 / 2 ( j = 1 n p j [ T j y 2 + T j x 2 2 ] ) 1 / 2 j = 1 n p j [ T j x 2 + T j y 2 + T j y 2 + T j x 2 4 ] = 1 2 [ j = 1 n p j | T j | 2 + | T j | 2 2 x , x + j = 1 n p j | T j | 2 + | T j | 2 2 y , y ]
(2.22)

for any x,yH with x=y=1.

Remark 5 The case of normal operators N j , j{1,,n}, is of interest for functions of operators and may be stated as follows:

j = 1 n p j [ | ( N j + N j 2 ) x , y | 2 ] j = 1 n p j [ | N j x , y | 2 + | N j x , y | 2 2 ] 1 2 j = 1 n p j [ N j x 2 α N j y 2 ( 1 α ) + N j y 2 α N j x 2 ( 1 α ) ] 1 2 ( j = 1 n p j N j x 2 ) α ( j = 1 n p j N j y 2 ) 1 α + 1 2 ( j = 1 n p j N j y 2 ) α ( j = 1 n p j N j x 2 ) 1 α 1 2 j = 1 n p j [ N j x 2 + N j y 2 ]
(2.23)

for any x,yH with x=y=1 and α[0,1].

3 Inequalities for functions of normal operators

Now, by the help of power series f(z)= n = 0 a n z n , we can naturally construct another power series which will have as coefficients the absolute values of the coefficient of the original series, namely f A (z):= n = 0 | a n | z n . It is obvious that this new power series will have the same radius of convergence as the original series. We also notice that if all coefficients a n 0, then f A =f.

As some natural examples that are useful for applications, we can point out that if

f ( z ) = n = 1 ( 1 ) n n z n = ln 1 1 + z , z D ( 0 , 1 ) ; g ( z ) = n = 0 ( 1 ) n ( 2 n ) ! z 2 n = cos z , z C ; h ( z ) = n = 0 ( 1 ) n ( 2 n + 1 ) ! z 2 n + 1 = sin z , z C ; l ( z ) = n = 0 ( 1 ) n z n = 1 1 + z , z D ( 0 , 1 ) ;
(3.1)

then the corresponding functions constructed by the use of absolute values of the coefficients are

f A ( z ) = n = 1 1 n z n = ln 1 1 z , z D ( 0 , 1 ) ; g A ( z ) = n = 0 1 ( 2 n ) ! z 2 n = cosh z , z C ; h A ( z ) = n = 0 1 ( 2 n + 1 ) ! z 2 n + 1 = sinh z , z C ; l A ( z ) = n = 0 z n = 1 1 z , z D ( 0 , 1 ) .
(3.2)

The following result is a functional inequality for normal operators that can be obtained from (2.1).

Theorem 5 Let f(z)= n = 0 a n z n be a function defined by power series with complex coefficients and convergent on the open disk D(0,R)C, R>0. If N is a normal operator on the Hilbert space H and for α[0,1], we have that N 2 α , N 2 ( 1 α ) <R, then we have the inequalities

| ( f ( N ) + f ( N ) 2 ) x , y | ( f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) ) 2 ) x , x 1 / 2 × ( f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) ) 2 ) y , y 1 / 2
(3.3)

for any x,yH.

Proof If N is a normal operator, then for any jN, we have that

| N j | 2 = ( N N ) j =|N | 2 j .

Utilizing inequality (2.11), we have

| j = 0 n a j ( N j + ( N ) j 2 ) x , y | j = 0 n | a | j | N j + ( N ) j 2 x , y | j = 0 n | a | j [ | N j x , y | + | ( N ) j x , y | 2 ] j = 0 n | a | j [ ( | N | 2 α ) j + ( | N | 2 ( 1 α ) ) j 2 ] x , x 1 / 2 × j = 1 n | a | 0 [ ( | N | 2 α ) j + ( | N | 2 ( 1 α ) ) j 2 ] y , y 1 / 2
(3.4)

for any α[0,1], nN and any x,yH. Since N 2 α , N 2 ( 1 α ) <R, then it follows that the series j = 0 | a j | ( | N | 2 α ) j and j = 0 | a j | ( | N | 2 ( 1 α ) ) j are absolute convergent in B(H), and by taking the limit over n in (3.4), we deduce the desired result (3.3). □

Remark 6 With the assumptions in Theorem 5, if we take the supremum over yH, y=1, then we get the vector inequality

( f ( N ) + f ( N ) 2 ) x 1 2 ( f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) ) ) x , x 1 / 2 × f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) )
(3.5)

for any xH, which in its turn produces the norm inequality

f ( N ) + f ( N ) 2 1 2 f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) )
(3.6)

for any α[0,1].

Moreover, if we take y=x in (3.3), then we have

| f ( N ) + f ( N ) 2 x , x | 1 2 [ f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) ) ] x , x
(3.7)

for any xH, which, by taking the supremum over xH, x=1, generates the numerical radius inequality

w ( f ( N ) + f ( N ) 2 ) 1 2 w [ f A ( | N | 2 α ) + f ( | N | 2 ( 1 α ) ) ]
(3.8)

for any α[0,1].

Making use of the examples in (3.1) and (3.2), we can state the vector inequalities

| [ ln ( 1 H + N ) 1 + ln ( 1 H + N ) 1 2 ] x , y | 1 2 [ ln ( 1 H | N | 2 α ) 1 + ln ( 1 H | N | 2 ( 1 α ) ) 1 ] x , x 1 / 2 × [ ln ( 1 H | N | 2 α ) 1 + ln ( 1 H | N | 2 ( 1 α ) ) 1 ] y , y 1 / 2
(3.9)

and

| [ ( 1 H + N ) 1 + ( 1 H + N ) 1 2 ] x , y | 1 2 [ ( 1 H | N | 2 α ) 1 + ( 1 H | N | 2 ( 1 α ) ) 1 ] x , x 1 / 2 × [ ln ( 1 H | N | 2 α ) 1 + ln ( 1 H | N | 2 ( 1 α ) ) 1 ] y , y 1 / 2
(3.10)

for any x,yH and N<1.

We also have the inequalities

| [ sin ( N ) + sin ( N ) 2 ] x , y | 1 2 [ sinh ( | N | 2 α ) + sinh ( | N | 2 ( 1 α ) ) ] x , x 1 / 2 × [ sinh ( | N | 2 α ) + sinh ( | N | 2 ( 1 α ) ) ] y , y 1 / 2
(3.11)

and

| [ cos ( N ) + cos ( N ) 2 ] x , y | 1 2 [ cosh ( | N | 2 α ) + cosh ( | N | 2 ( 1 α ) ) ] x , x 1 / 2 × [ cosh ( | N | 2 α ) + cosh ( | N | 2 ( 1 α ) ) ] y , y 1 / 2
(3.12)

for any x,yH and N, a normal operator.

If we utilize the following function as power series representations with nonnegative coefficients:

1 2 ln ( 1 + z 1 z ) = n = 1 1 2 n 1 z 2 n 1 , z D ( 0 , 1 ) ; sin 1 ( z ) = n = 0 Γ ( n + 1 2 ) π ( 2 n + 1 ) n ! z 2 n + 1 , z D ( 0 , 1 ) ; tanh 1 ( z ) = n = 0 1 2 n + 1 z 2 n 1 , z D ( 0 , 1 ) ; F 1 2 ( α , β , γ , z ) = n = 0 Γ ( n + α ) Γ ( n + β ) Γ ( γ ) n ! Γ ( α ) Γ ( β ) Γ ( n + γ ) z n , α , β , γ > 0 , z D ( 0 , 1 ) ;
(3.13)

where Γ is the gamma function, then we can state the following vector inequalities:

| [ exp ( N ) + exp ( N ) 2 ] x , y | 1 2 [ exp ( | N | 2 α ) + exp ( | N | 2 ( 1 α ) ) ] x , x 1 / 2 × [ exp ( | N | 2 α ) + exp ( | N | 2 ( 1 α ) ) ] y , y 1 / 2
(3.14)

for any x,yH and N, a normal operator.

If N<1, then we also have the inequalities

| [ ln ( 1 H + N 1 H N ) + ln ( 1 H + N 1 H N ) 2 ] x , y | 1 2 [ ln ( 1 H + | N | 2 α 1 H | N | 2 α ) + ln ( 1 H + | N | 2 ( 1 α ) 1 H | N | 2 ( 1 α ) ) ] x , x 1 / 2 × [ ln ( 1 H + | N | 2 α 1 H | N | 2 α ) + ln ( 1 H + | N | 2 ( 1 α ) 1 H | N | 2 ( 1 α ) ) ] y , y 1 / 2 ,
(3.15)
| [ tanh 1 ( N ) + tanh 1 ( N ) 2 ] x , y | 1 2 [ tanh 1 ( | N | 2 α ) + tanh 1 ( | N | 2 ( 1 α ) ) ] x , x 1 / 2 × [ tanh 1 ( | N | 2 α ) + tanh 1 ( | N | 2 ( 1 α ) ) ] y , y 1 / 2
(3.16)

and

| [ F 1 2 ( α , β , γ , N ) + 2 F 1 ( α , β , γ , N ) 2 ] x , y | 1 2 [ 2 F 1 ( α , β , γ , | N | 2 α ) + 2 F 1 ( α , β , γ , | N | 2 ( 1 α ) ) ] x , x 1 / 2 × [ 2 F 1 ( α , β , γ , | N | 2 α ) + 2 F 1 ( α , β , γ , | N | 2 ( 1 α ) ) ] y , y 1 / 2
(3.17)

for any x,yH.

From a different perspective, we also have the following.

Theorem 6 With the assumption of Theorem 5 and if N is a normal operator on the Hilbert space H and zC such that N 2 ,|z | 2 <R, then we have the inequalities

| ( f ( z N ) + f ( z N ) 2 ) x , y | 2 1 2 f A ( | z | 2 ) [ f A ( | N | 2 ) x , x α f A ( | N | 2 ) y , y 1 α + f A ( | N | 2 ) y , y α f A ( | N | 2 ) x , x 1 α ] 1 2 f A ( | z | 2 ) [ f A ( | N | 2 ) x , x + f A ( | N | 2 ) y , y ]
(3.18)

for any x,yH with x=y=1 and α[0,1].

In particular, for α= 1 2 , we have

| ( f ( z N ) + f ( z N ) 2 ) x , y | 2 f A ( | z | 2 ) f A ( | N | 2 ) x , x 1 / 2 f A ( | N | 2 ) y , y 1 / 2 1 2 f A ( | z | 2 ) [ f A ( | N | 2 ) x , x + f A ( | N | 2 ) y , y ]
(3.19)

for any x,yH with x=y=1.

Proof If we use the third and fourth inequalities in (2.23), we have

j = 0 n | a j | [ | ( N j + ( N ) j 2 ) x , y | 2 ] 1 2 ( j = 0 n | a j | N j x 2 ) α ( j = 0 n | a j | N j y 2 ) 1 α + 1 2 ( j = 0 n | a j | N j y 2 ) α ( j = 0 n | a j | N j x 2 ) 1 α 1 2 j = 0 n | a j | [ N j x 2 + N j y 2 ]
(3.20)

for any x,yH with x=y=1 and α[0,1].

Since N is a normal operator on the Hilbert space H, then

N j x 2 = | N j | 2 x , x = | N | 2 j x , x

for any j{0,,n} and for any xH with x=1.

Then from (3.20) we get

j = 0 n | a j | [ | ( N j + ( N ) j 2 ) x , y | 2 ] 1 2 ( j = 0 n | a j | | N | 2 j x , x ) α ( j = 0 n | a j | | N | 2 j y , y ) 1 α + 1 2 ( j = 0 n | a j | | N | 2 j y , y ) α ( j = 0 n | a j | | N | 2 j x , x ) 1 α 1 2 [ j = 0 n | a j | | N | 2 j x , x + j = 0 n | a j | | N | 2 j y , y ]
(3.21)

for any x,yH with x=y=1 and α[0,1].

By the weighted Cauchy-Buniakowski-Schwarz inequality, we also have

| j = 0 n a j z j ( N j + ( N ) j 2 ) x , y | 2 j = 0 n | a j | | z | 2 j j = 0 n | a j | [ | ( N j + ( N ) j 2 ) x , y | 2 ]
(3.22)

for any x,yH with x=y=1.

Now, since the series j = 0 a j z j N j , j = 0 a j z j ( N ) j , j = 0 | a j ||z | 2 j , j = 0 | a j ||N | 2 j are convergent, then by (3.21) and (3.22) on letting n, we deduce the desired result (3.18). □

Similar inequalities for some particular functions of interest can be stated. However, the details are left to the interested reader.

4 Applications to the Euclidian norm

In [28], the author introduced the following norm on the Cartesian product B ( n ) (H):=B(H)××B(H), where B(H) denotes the Banach algebra of all bounded linear operators defined on the complex Hilbert space H:

( T 1 , , T n ) e := sup ( λ 1 , , λ n ) B n λ 1 T 1 ++ λ n T n ,
(4.1)

where ( T 1 ,, T n ) B ( n ) (H) and B n :={( λ 1 ,, λ n ) C n | j = 1 n | λ j | 2 1} is the Euclidean closed ball in C n .

It is clear that e is a norm on B ( n ) (H) and for any ( T 1 ,, T n ) B ( n ) (H), we have

( T 1 , , T n ) e = ( T 1 , , T n ) e ,

where T j is the adjoint operator of T j , j{1,,n}. We call this the Euclidian norm of an n-tuple of operators ( T 1 ,, T n ) B ( n ) (H).

It has been shown in [28] that the following basic inequality for the Euclidian norm holds true:

1 n j = 1 n | T j | 2 1 2 ( T 1 , , T n ) e j = 1 n | T j | 2 1 2
(4.2)

for any n-tuple ( T 1 ,, T n ) B ( n ) (H) and the constants 1 n and 1 are best possible.

In the same paper [28], the author introduced the Euclidean operator radius of an n-tuple of operators ( T 1 ,, T n ) by

w e ( T 1 ,, T n ):= sup x = 1 ( j = 1 n | T j x , x | 2 ) 1 2
(4.3)

and proved that w e () is a norm on B ( n ) (H) and satisfies the double inequality

1 2 ( T 1 , , T n ) e w e ( T 1 ,, T n ) ( T 1 , , T n ) e
(4.4)

for each n-tuple ( T 1 ,, T n ) B ( n ) (H).

As pointed out in [28], the Euclidean numerical radius also satisfies the double inequality

1 2 n j = 1 n | T j | 2 1 2 w e ( T 1 ,, T n ) j = 1 n | T j | 2 1 2
(4.5)

for any ( T 1 ,, T n ) B ( n ) (H) and the constants 1 2 n and 1 are best possible.

In [29], by utilizing the concept of hypo-Euclidean norm on H n , we obtained the following representation for the Euclidian norm.

Proposition 1 For any ( T 1 ,, T n ) B ( n ) (H), we have

( T 1 , , T n ) e = sup y = 1 , x = 1 ( j = 1 n | T j y , x | 2 ) 1 2 .
(4.6)

Theorem 7 For any ( T 1 ,, T n ) B ( n ) (H), we have

( T 1 + T 1 2 , , T n + T n 2 ) e 2 j = 1 n | T j | 2 α j = 1 n | T j | 2 1 α α j = 1 n | T j | 2 + ( 1 α ) j = 1 n | T j | 2
(4.7)

and

w e 2 ( T 1 + T 1 2 , , T n + T n 2 ) sup x = 1 [ j = 1 n | T j | 2 x , x α j = 1 n | T j | 2 x , x 1 α ] { j = 1 n | T j | 2 α j = 1 n | T j | 2 1 α , α j = 1 n | T j | 2 + ( 1 α ) j = 1 n | T j | 2 α j = 1 n | T j | 2 + ( 1 α ) j = 1 n | T j | 2
(4.8)

for any α[0,1].

Proof Making use of inequalities (2.13) and (2.20), we have

j = 1 n [ | ( T j + T j 2 ) x , y | 2 ] 1 2 j = 1 n | T j | 2 x , x α j = 1 n | T j | 2 y , y 1 α + 1 2 j = 1 n | T j | 2 y , y α j = 1 n | T j | 2 x , x 1 α
(4.9)

for any x,yH with x=y=1 and α[0,1].

Taking the supremum over x=y=1 in (4.9), we get

( T 1 + T 1 2 , , T n + T n 2 ) e 2 1 2 sup x = 1 j = 1 n | T j | 2 x , x α sup y = 1 j = 1 n | T j | 2 y , y 1 α + 1 2 sup y = 1 j = 1 n | T j | 2 y , y α sup x = 1 j = 1 n | T j | 2 x , x 1 α = j = 1 n | T j | 2 α j = 1 n | T j | 2 1 α

and inequality (4.7) is proved.

Now, if we take y=x in (4.9), we get

j = 1 n [ | ( T j + T j 2 ) x , x | 2 ] j = 1 n | T j | 2 x , x α j = 1 n | T j | 2 x , x 1 α [ α j = 1 n | T j | 2 + ( 1 α ) j = 1 n | T j | 2 ] x , x
(4.10)

for any xH with x=1 and α[0,1].

Taking the supremum over x=1 in (4.10), we get the desired result. □

Remark 7 In the particular case α= 1 2 , we get

( T 1 + T 1 2 , , T n + T n 2 ) e 2 j = 1 n | T j | 2 1 / 2 j = 1 n | T j | 2 1 / 2 1 2 [ j = 1 n | T j | 2 + j = 1 n | T j | 2 ]
(4.11)

and

w e 2 ( T 1 + T 1 2 , , T n + T n 2 ) sup x = 1 [ j = 1 n | T j | 2 x , x 1 / 2 j = 1 n | T j | 2 x , x 1 / 2 ]
(4.12)
{ j = 1 n | T j | 2 1 / 2 j = 1 n | T j | 2 1 / 2 , j = 1 n | T j | 2 + | T j | 2 2 1 2 [ j = 1 n | T j | 2 + j = 1 n | T j | 2 ] .
(4.13)

5 Applications for s-1-norm and s-1-numerical radius

Following [30], we consider the s-p-norm of the n-tuple of operators ( T 1 ,, T n ) B ( n ) (H) given by

( T 1 , , T n ) s , p := sup y = 1 , x = 1 [ ( j = 1 n | T j y , x | p ) 1 p ] .
(5.1)

For p=2 we get

( T 1 , , T n ) s , 2 = ( T 1 , , T n ) e .

We are interested in this section in the case p=1, namely on the s-1-norm defined by

( T 1 , , T n ) s , 1 := sup y = 1 , x = 1 j = 1 n | T j y,x|.

Since for any x,yH we have j = 1 n | T j y,x|| j = 1 n T j y,x|, then by the properties of the supremum, we get the basic inequality

j = 1 n T j ( T 1 , , T n ) s , 1 j = 1 n T j .
(5.2)

Similarly, we can also consider the s-p-numerical radius of the n-tuple of operators ( T 1 ,, T n ) B ( n ) (H) defined by [30]

w s , p ( T 1 ,, T n ):= sup x = 1 [ ( j = 1 n | T j x , x | p ) 1 p ] ,
(5.3)

which for p=2 reduces to the Euclidean operator radius introduced previously. We observe that the s-p-numerical radius is also a norm on B ( n ) (H) for p1, and for p=1 it satisfies the basic inequality

w ( j = 1 n T j ) w s , 1 ( T 1 ,, T n ) j = 1 n w( T j ).
(5.4)

Theorem 8 For any ( T 1 ,, T n ) B ( n ) (H), we have

( T 1 + T 1 2 , , T n + T n 2 ) s , 1 j = 1 n [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] 1 2 [ j = 1 n | T j | 2 α + j = 1 n | T j | 2 ( 1 α ) ]
(5.5)

and

w s , 1 ( T 1 + T 1 2 , , T n + T n 2 ) w s , 1 ( T 1 , , T n ) j = 1 n [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] 1 2 [ j = 1 n | T j | 2 α + j = 1 n | T j | 2 ( 1 α ) ]
(5.6)

for any α[0,1].

Proof Utilizing inequality (2.1), we have

j = 1 n | T j + T j 2 x , y | j = 1 n [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] x , x 1 / 2 × j = 1 n [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] y , y 1 / 2
(5.7)

for any x,yH and α[0,1].

Taking the supremum in (5.7) over x=y=1, we get the first inequality in (5.5).

The second part follows by the triangle inequality.

By inequality (2.7) we have

j = 1 n | T j + T j 2 x , x | j = 1 n | T j x,x| j = 1 n [ | T j | 2 α + | T j | 2 ( 1 α ) 2 ] x , x

for any xH.

Taking the supremum over x=1, we deduce the desired result (5.6). □

Remark 8 The case α= 1 2 produces the following chains of inequalities:

j = 1 n ( T j + T j 2 ) ( T 1 + T 1 2 , , T n + T n 2 ) s , 1 j = 1 n ( | T j | + | T j | 2 ) 1 2 [ j = 1 n | T j | + j = 1 n | T j | ]
(5.8)

and

w ( j = 1 n ( T j + T j 2 ) ) w s , 1 ( T 1 + T 1 2 , , T n + T n 2 ) w s , 1 ( T 1 , , T n ) j = 1 n ( | T j | + | T j | 2 ) 1 2 [ j = 1 n | T j | + j = 1 n | T j | ] .
(5.9)

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Acknowledgements

The authors wish to thank the anonymous referees for their endeavors. Also, this research was supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education, Science and Technology (2011-0023547).

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Dragomir, S.S., Cho, Y.J. & Kim, YH. Applications of Kato’s inequality for n-tuples of operators in Hilbert spaces, (II). J Inequal Appl 2013, 464 (2013). https://doi.org/10.1186/1029-242X-2013-464

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Keywords

  • bounded linear operators
  • functions of normal operators
  • inequalities for operators
  • norm and numerical radius inequalities
  • Kato’s inequality