Advances in Linear Algebra & Matrix Theory
 Vol.3 No.4(2013), Article                                            ID:40527,5                                            pages                                                 DOI:10.4236/alamt.2013.34007                                        
Singular Value Inequalities for Compact Normal Operators
Department of Basic Sciences, Petra University, Amman, Jordan
Email: waudeh@uop.edu.jo
Copyright © 2013 Wasim Audeh. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Received September 25, 2013; revised October 28, 2013; accepted November 7, 2013
Keywords: Compact Operator; Inequality; Normal Operator; Self-Adjoint Operator; Singular Value
ABSTRACT
                                We give singular value inequality to compact normal operators, which states that                                if                                
                                is compact normal operator on a complex separable Hilbert space, where                                
                                is the cartesian decomposition of
, then                                
                                
                                Moreover, we give inequality which asserts that if                                
                                is compact normal operator, then                                
                                
                                Several inequalities will be proved.
1. Introduction
                                Let                                
                                denote the space of all bounded linear operators on a complex separable Hilbert                                space H, and let                                
                                denote the two-sided ideal of compact operators in
. For
, the singular                                values of
, denoted by                                
                                are the eigenvalues of the positive operator                                
                                as                                
                                and repeated according to multiplicity. Note that                                
                                
                                It follows Weyl’s monotonicity principle (see, e.g., [1, p. 63] or [2, p. 26]) that                                if                                
                                are positive and
, then                                
                                
                                The singular values of                                
                                and                                
                                are the same, and they consist of those of                                
                                together with those of                                
.                                Here, we use the direct sum notation                                
                                for the blockdiagonal operator                                
                                defined on
.
                                The Jordan decomposition for self-adjoint operators asserts that every self-adjoint                                operator can be expressed as the difference of two positive operators. In fact,                                if                                
                                is self-adjoint, then                                
                                where
                                
are the positive operators given by
                                
and
, see [1].
                                Let                                
                                be any operator, we can write                                
                                in the form
                                
, where                                
                                and                                
                                are self-adjoint operators, this is called the Cartesian decomposition of the operator
. If                                
                                is normal, then
.
                                Audeh and Kittaneh have proved in [3] that if                                
                                such that
, then
                                
(1.1)                            
                                
                                Also, Audeh and Kittaneh have proved in [3] that if                                
                                such that                                
                                is self-adjoint,                                
, then
                                
                                (1.2)
                                
                                In addition to this, Audeh and Kittaneh have proved in [3] that if                                
                                be self-adjoint operators, then
                                
                                (1.3)
                                
                                Zhan has proved in [4] that if                                
                                are positive, then
                                
                                (1.4)
                                
Moreover, it has proved in [3] that (1.3)                                is a generalization of (1.4).
                                Hirzallah and Kittaneh have proved in [5] that if
, then
                                
                                (1.5)
In this paper, we will give singular value inequalities for normal operators:
                                Let                                
                                be normal operator in
. Then
                                
                                (1.6)
                                
                                We will give singular value inequality to the normal operator
, where                                
                                is normal:
                                Let                                
                                be normal operator in
. Then
                                
                                (1.7)
                                
2. Main Results
                                We will begin by presenting the following theorem for complex numbers Theorem 2.1.                                Let                                
                                be complex number. Then
                                
                                (2.1)
Also,
                                
                                (2.2)
Proof. The right hand side of the inequalities is well known. To prove the left hand side,
                                
                                Moreover,                                
Now, we will present operator version of Theorem 2.1, inequality (2.1).
                                Theorem 2.2. Let                                
                                be normal operator in
, where                                
                                be the Cartesian decomposition of
. Then
                                
                                
                                Proof. Let                                
                                be the Cartesian decomposition of the normal operator
, which implies that
. Now,                                
, it follows that
                                
In fact                                
                                for
                                
By using Weyl’s monotonicity principle [1]
                                and the inequality
, we get the right hand side of the theorem.                                To prove the left hand side of the inequality, we will use the inequality which                                is well known for commuting self-adjoint operators and it asserts that
                                
                                (2.3)
This implies that
                                
                                (2.4)
                                But it is known that
                                it follows Weyl’s monotonicity principle [1] and the inequality (2.4) that
                                
                                (2.5)
                                
Inequality (2.5) is equivalent to saying that
                                
                                
                                Remark 1. (i) Equality holds in the right hand side of Theorem 2.2 if either                                
                                or
.
                                (ii) Equality holds in the left hand side of theorem 2.2 if
.
We will present operator version of Theorem 2.1, inequality (2.2).
Remark 2. Let
                                
                                where                                
                                is normal operator. Then                                
                                is normal operator with                                
                                is the Cartesian decomposition of
.
                                
and
.
                                It follows that
, and
.
Now, by direct calculations and applying Theorem 2.2 we get
                                
                                (2.6)
                                
                                Remark 3. We note that the right hand side of the inequality (2.6) is the same as                                the inequality (1.6), but the left hand side of the inequalities (1.6) and (2.6)                                says that the singular value of the addition or subtraction of the Cartesian decomposition                                for the normal operator                                
                                divided by                                
                                is less than or equal to the singular value of the normal operator itself.
                                As an application of the Theorem 2.2, we will determine upper and lower bounds for                                singular values of the normal operator
, where                                
                                is normal.
                                Theorem 2.3. Let                                
                                be normal operator, where                                
                                is the Cartesian decomposition of
                                
. Then
                                
                                
                                Proof. Note that                                
                                is normal operator, so we can write the Cartesian decomposition of                                
                                as
                                
where
, and
                                
where the cartesian decomposition of                                
                                is given by
. By making comparison of                                
                                and                                
                                we see easily that
. It follows that                                
. Moreover,
                                
                                Similarly,
. Now, apply Theorem 2.2 to get
                                
(2.7)
                                
This is equivalent to saying that
                                
                                
We will give simple and new proof to the inequality
(1.2).
                                Theorem 2.4. Let                                
                                such that                                
                                is self-adjoint,                                
,                                then
                                
                                
                                Proof. Since                                
                                is self-adjoint operator, we can write
                                
in the form                                
                                apply the inequality (1.4) we get
                                
which is equivalent to saying that
                                
                                
Audeh and Kittaneh separates Jordan of self-adjoint operator in the inequality (1.3). Here we will give a shorter proof.
                                Theorem 2.5. Let                                
                                be self-adjoint operators. Then
                                
                                
                                Proof. Since                                
                                and                                
                                are self-adjoint operators, we can write                                
                                in the form                                
                                and similarly we will write                                
                                in the form
. Apply the inequality (1.4) we get
                                
                                

We will present the following two theorems as an application to the inequality (1.5).
                                Theorem 2.6. Let                                
                                be self-adjoint operator. Then
                                
                                (2.8)
                                
                                Proof. It was proved in Theorem 2.2 that if                                
 is normal operator with Cartesian decomposition                                
, then                                
                                
                                from this, it follows that
                                
                                
The following theorem is the second application of the inequality (1.5).
                                Theorem 2.7. Let                                
                                be self-adjoint operator. Then
                                
                                (2.9)
                                
Moreover,
                                
                                (2.10)
                                
                                Proof. It is well known that
, so using the inequality                                (1.5) we get
                                
                                
                                Similarly,                                
so using the inequality (1.5) we get
                                
                                
                                Bhatia and Kittaneh have proved in [6] that if
, then
                                
                                
For related Cauchy-Schwarz type inequalities,                                we refer to [2] and references therein. Here, we will present similar new inequality.
                                Theorem 2.8. Let                                
                                be operators. Then
                                
                                (2.11)
                                
                                Proof. Suppose                                
                                and                                
                                This implies that
                                
, and                                
On the other hand, we have
                                
, and
.
                                Since                                
                                and                                
                                are positive operators, then
                                
is positive operator. Now by applying the inequality                                (1.1), we get
                                
                                
REFERENCES
- R. Bhatia, “Matrix Analysis, GTM169,” Springer-Verlag, New York, 1997. http://dx.doi.org/10.1007/978-1-4612-0653-8
 - I. C. Gohberg and M. G. Krein, “Introduction to the Theory of Linear Nonselfadjoint Operators,” American Mathematical Society, Providence, 1969.
 - W. Audeh and F. Kittaneh, “Singular Value Inequalities for Compact Operators,” Linear Algebra Applications, Vol. 437, 2012, pp. 2516-2522. http://dx.doi.org/10.1016/j.laa.2012.06.032
 - X. Zhan, “Singular Values of Differences of Positive Semidefinite Matrices,” SIAM Journal on Matrix Analysis and Applications, Vol. 22, No. 3, 2000, pp. 819-823. http://dx.doi.org/10.1137/S0895479800369840
 - O. Hirzallah and F. Kittaneh, “Inequalities for Sums and Direct Sums of Hilbert Space Operators,” Linear Algebra Applications, Vol. 424, 2007, pp. 71-82. http://dx.doi.org/10.1016/j.laa.2006.03.036
 - R. Bhatia and F. Kittaneh, “The Matrix Arithmetic-Geometric Mean Inequality Revisited,” Linear Algebra Applications, Vol. 428, 2008, pp. 2177-2191. http://dx.doi.org/10.1016/j.laa.2007.11.030
 

