- Research Article
- Open Access
Numerical Radius and Operator Norm Inequalities
Journal of Inequalities and Applications volume 2009, Article number: 492154 (2009)
A general inequality involving powers of the numerical radius for sums and products of Hilbert space operators is given. This inequality generalizes several recent inequalities for the numerical radius, and includes that if and are operators on a complex Hilbert space , then for . It is also shown that if is normal , then . Related numerical radius and usual operator norm inequalities for sums and products of operators are also presented.
Let be a complex Hilbert space with inner product , and let denote the - algebra of all bounded linear operators on . For , the usual operator norm of an operator is defined by
The numerical range of , known also as the field of values of , is defined as the set of complex numbers given by
The most important properties of the numerical range are that it is convex and its closure contains the spectrum of the operator.
A unitarily invariant norm on is a norm on the ideal of , satisfying for all and all unitary operators and in . It is called weakly unitarily invariant norm (or invariant under similarities) if for all and all unitary operators .
The most familiar example of weakly unitarily invariant norm is the numerical radius defined by
It is well known that defines a norm on and for every , we have
Thus, the usual operator norm and the numerical radius norm are equivalent. The inequalities in (1.4) are sharp: if , then the first inequality becomes an equality, while the second inequality becomes an equality if is normal. In fact, for a nilpotant operator with , Haagerup and Harpe  show that . In particular, when , we get the reverse inequality of the first inequality in (1.4). For a comprehensive account on the theory of the numerical range and numerical radius, the reader is referred to [2, 3]. A detailed study for the field of values of a matrix is given in .
Considerable generalizations of the first inequality in (1.5) and the second inequality in (1.6) have been established in  for the numerical radius of one operator and for the sum of two operators. It has been shown that if ,, then
A general numerical radius inequality has been proved by Kittaneh, it has been shown in  that if , then
for all . In particular,
Usual operator norm inequalities for sums of operators have attracted the attention of several mathematicians. Some of these inequalities have been introduced in [3, 11]. It has been shown in  that if and are normal and , then
Another important norm inequalities for unitarily invariant norms, which are related to (1.11) assert that if are positive and , then
(see, e.g., ).
In Section 2 of this paper, we establish a general numerical radius inequality that generalizes (1.6), (1.7), (1.8), and (1.9), from which numerical radius inequalities for sums, products, and commutators of operators are obtained. Usual operator norm inequalities that generalize (1.11) and related to (1.13) are presented in Section 3.
2. A General Numerical Radius Inequality
In this section, we establish a general numerical radius inequality for Hilbert space operators which yields well known and new numerical radius inequalities as special cases. To prove our generalized inequality, we need the following basic lemmas. The first lemma is a generalized form of the mixed Schwarz inequality, which has been proved by Kittaneh .
Let be an operator in , and let and be nonnegative functions on which are continuous and satisfy the relation for all Then
for all and in .
The second lemma, which is called Hölder-McCarthy inequality, is a well-known result that follows from the spectral theorem for positive operators and Jensen's inequality (see ).
Let be a positive operator in and let be any unit vector. Then
The third lemma concerned with positive real numbers, and it is a consequence of the convexity of the function , .
Let be a positive real number Then
The fourth lemma is a norm inequality for the sum of two operators, which can be found in .
If and are positive operators in , then
Another important usual operator norm inequality which will be used in this section says that for any positive operators , we have (see )
Our main result of this paper, which leads to a generalization of (1.6), (1.7), (1.8), and (1.9), can be stated as follows.
Let ,,, and let and be nonnegative functions on which are continuous and satisfy the relation for all . Then
for all .
For every unit vector , we have
Now the result follows by taking the supremum over all unit vectors in .
Inequality (2.6) includes several numerical radius inequalities as special cases. Samples of inequalities are demonstrated in what follows.
For and , , in inequality (2.6), we get the following inequality that generalizes (1.9).
Let ,,, , and . Then
For in inequality (2.6), we get the following numerical radius inequalities for sums of operators that generalizes (1.8).
Let , and let and be as in Lemma 2.1. Then
It should be mentioned here that the inequality in (2.11) generalizes (1.7) in the case .
The case in (2.11) gives
which generalizes the second inequality in (1.6), while the choice will give a generalization of the first inequality in (1.5) and can be stated as
Note that using (2.4) and (2.5), a related inequality can be derived from (2.13). Indeed,
The above inequality generalizes the second inequality in (1.5). In fact, for , we have
The last equality can be proved using the polar decomposition. In fact, if and are the polar decompositions of and , respectively, then .
It is known that . However, the numerical radius is not submultiplicative, even for commuting operators. On the other hand, we have the power inequality, which asserts that if , then
It is evident from the first inequality in (1.4) that if , then
Moreover, if , then
These inequalities, among other related ones, can be found in .
For in inequality (2.6), we get the following numerical radius inequalities for products of operators that are related to the above inequalities.
Let , and . Then
The case in (2.19), provides the following inequality
which is a numerical radius inequality for the product of operators and is related to the arithmetic-geometric mean inequality for operators. Note that a more general inequality can be obtained by letting and in (2.8). In fact, we have
For in (2.22), we obtain the inequality
as well as
which follows from the the arithmetic-geometric mean inequality for operators (see ). Inequalities (2.23) and (2.24) are not equivalent. This can be seen from the example , , .
The inequality in (2.22) can be used to give an upper bound for the numerical radius of and . In fact, we have
The commutator of and is the operator . Commutators play an important role in operator theory. It follows by the triangle inequality that if , then .
For in inequality (2.6), we get the following numerical radius inequalities that generalize (1.9), and give an estimate for the numerical radius of commutators.
Let , and let and be as in Theorem 2.5. Then
for . In particular,
We end this section by the following remark.
Inequality (2.28) gives a numerical radius inequality for commutators of operators that generalizes (1.10). If , , and , then
In fact, by letting in (2.29) and (2.30), respectively, we get the following inequalities for the generalized commutator and the self commutator
3. A General Norm Inequality
In this section, we introduce a general norm inequality for Hilbert space operators, from which new inequalities for operators and generalizations of earlier results can be derived. The proof of this general inequality is similar to that of Theorem 2.5 under slight modification.
Let ,,, and let and be as in Theorem 2.5. Then
Inequality (3.1) yields several norm inequalities as special cases. Samples of these inequalities are demonstrated below.
Let ,,, , and . Then
For in inequality (3.2), we get the following operator inequalities for sums of operators.
Let , , and . Then
In particular, if is normal , then
The inequality (3.5) is a generalized form of (1.11). The normality of is necessary, this inequality is not true for arbitrary operators , as may be seen for and .
For in inequality (3.2), we get norm inequalities for products of operators.
Let and . Then
For in inequality (3.2), we get the following norm inequalities that give an estimate for the usual norm of commutators.
Let , and let . Then
Finally, we end this paper by the following remark.
Inequality (3.8) gives a norm inequality for commutators of operators. If , , and , then we get
In fact, by letting in (3.10), we get the following inequality for self commutator
Moreover a related inequality to (3.11) can be derived from (1.12) and (1.13). Indeed,
Haagerup U, de la Harpe P: The numerical radius of a nilpotent operator on a Hilbert space. Proceedings of the American Mathematical Society 1992,115(2):371–379. 10.1090/S0002-9939-1992-1072339-6
Gustafson KE, Rao DKM: Numerical Range: The Field of Values of Linear Operators and Matrices, Universitext. Springer, New York, NY, USA; 1997:xiv+189.
Zhan X: Matrix Inequalities, Lecture Notes in Mathematics. Volume 1790. Springer, Berlin, Germany; 2002:viii+116.
Horn RA, Johnson CR: Topics in Matrix Analysis. Cambridge University Press, Cambridge, UK; 1991:viii+607.
Kittaneh F: A numerical radius inequality and an estimate for the numerical radius of the Frobenius companion matrix. Studia Mathematica 2003,158(1):11–17. 10.4064/sm158-1-2
Kittaneh F: Numerical radius inequalities for Hilbert space operators. Studia Mathematica 2005,168(1):73–80. 10.4064/sm168-1-5
Kittaneh F: Bounds for the zeros of polynomials from matrix inequalities. Archiv der Mathematik 2003,81(5):601–608. 10.1007/s00013-003-0525-6
El-Haddad M, Kittaneh F: Numerical radius inequalities for Hilbert space operators. II. Studia Mathematica 2007,182(2):133–140. 10.4064/sm182-2-3
Dragomir SS: Some inequalities for the Euclidean operator radius of two operators in Hilbert spaces. Linear Algebra and Its Applications 2006,419(1):256–264. 10.1016/j.laa.2006.04.017
Dragomir SS, Moslehian MS: Some inequalities for -normal operators in Hilbert spaces Facta Universitatis. Series: Mathematics and Informatics 2008, 23: 39–47.
Bhatia R: Matrix Analysis, Graduate Texts in Mathematics. Volume 169. Springer, Berlin, Germany; 1997:xii+347.
Shebrawi K, Albadawi H: Operator norm inequalities of Minkowski type. Journal of Inequalities in Pure and Applied Mathematics 2008,9(1, article 26):1–10.
Kittaneh F: Notes on some inequalities for Hilbert space operators. Publications of the Research Institute for Mathematical Sciences 1988,24(2):283–293. 10.2977/prims/1195175202
Kittaneh F: Norm inequalities for certain operator sums. Journal of Functional Analysis 1997,143(2):337–348. 10.1006/jfan.1996.2957
Kittaneh F: A note on the arithmetic-geometric-mean inequality for matrices. Linear Algebra and Its Applications 1992, 171: 1–8.
The authors thank the anonymous referee for his valuable comments and suggestions for improving this paper.
About this article
Cite this article
Shebrawi, K., Albadawi, H. Numerical Radius and Operator Norm Inequalities. J Inequal Appl 2009, 492154 (2009). https://doi.org/10.1155/2009/492154
- Positive Operator
- Bound Linear Operator
- Nonnegative Function
- Numerical Range
- Complex Hilbert Space