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More About Hermite-Hadamard Inequalities, Cauchy's Means, and Superquadracity
Journal of Inequalities and Applications volume 2010, Article number: 102467 (2010)
Abstract
New results associated with Hermite-Hadamard inequalities for superquadratic functions are given. A set of Cauchy's type means is derived from these Hermite-Hadamard-type inequalities, and its log-convexity and monotonicity are proved.
1. Introduction
The following inequality:
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ1_HTML.gif)
is holding for any convex function, that is, well known in the literature as the Hermite-Hadamard inequality (see [1, page 137]). In many areas of analysis applications of Hermite-Hadamard inequality appear for different classes of functions with and without weights; see for convex functions, for example, [2, 3]. Also some useful mappings are defined connected to this inequality see in [4–6]. Here we focus on a class of functions which are superquadratic and analogs and refinements of (1.1) are applied to obtain results useful in analysis.
Now we present definitions, theorems, and results that we use in this paper.
The following definition is given in [7].
Definition A. A function is superquadratic provided that for all
there exists a constant
such that
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ2_HTML.gif)
for all . One says that
is subquadratic if
is a superquadratic function.
The followings theorem is given in [8] and is used in our main results:
Theorem 1.1.
Let be an integrable superquadratic function; then for
one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ3_HTML.gif)
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ4_HTML.gif)
Definition(see [ 9 , Definition
]). A function
is exponentially convex if it is continuous and
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ5_HTML.gif)
for all and all choices
and
such that
Proposition 1.2 (see [9, Proposition ]).
Let . The following are equivalent:
(i) is exponentially convex,
(ii) is continuous and
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ6_HTML.gif)
for every and every
,
(iii) is continuous and
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ7_HTML.gif)
for every
If is exponentially convex function, then
is a log-convex function:
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ8_HTML.gif)
for all .
Remark 1.4.
In Definition and Proposition 1.2 it is sufficient to require measurability and finiteness almost every where in place of continuity because of the following theorem (see [10, page 105, Theorem
.1b]
and [11]): if the function
is measurable and finite almost everywhere and if in addition
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ9_HTML.gif)
then is continuous function.
The next two sections are about mean value theorems, positive semidefiniteness, exponential convexity, log-convexity, Cauchy means, and their monotonicity, that are associated with Hermite-Hadamard inequalities for superquadratic functions.
2. Mean Value Theorems
Definition B. Let be an integrable function; for
one defines a linear functional
as
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ10_HTML.gif)
It is clear from (1.3) Theorem 1.1 of that; if is superquadratic function; then
.
In [7] we have the following Lemma.
Lemma 2.1.
Suppose that is continuously differentiable and
. If
is superadditive or
is increasing, then
is superquadratic.
Lemma 2.2 (see [12, Lemma ]).
Let such that
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ11_HTML.gif)
Consider the functions defined as
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ12_HTML.gif)
Then and
are increasing functions. If also
then they are superquadratic functions.
Theorem 2.3.
If and
, then the following equality holds:
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ13_HTML.gif)
Proof.
Suppose that is bounded, that is,
and
. Using
instead of
in (1.3) we get
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ14_HTML.gif)
Similarly, using instead of
in (1.3) we get
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ15_HTML.gif)
By combining the above two inequalities we get that there exists such that (2.4) holds. Moreover if (for example)
is bounded from above we have that (2.5) is valid. Also (2.4) holds when
is not bounded.
We omit the proofs of Theorems 2.4 and 2.6 as they are similar to the proofs in [9, 13–16].
Theorem 2.4.
If ,
, and
, then one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ16_HTML.gif)
provided the denominators are not equal to zero. If K is invertible then
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ17_HTML.gif)
is a new mean.
It is easy to check that the set of functions , satisfies Lemma 2.1. Therefore if we put
and
in (2.8), we have a new mean
defined as follows.
Definition. One defines new mean
for
,
and
,
, as follows:
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ18_HTML.gif)
When goes to 2, we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ19_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ20_HTML.gif)
When goes to 2 we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ21_HTML.gif)
where is defined above and
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ22_HTML.gif)
In when
goes to
, we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ23_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ24_HTML.gif)
If we put and
in (2.8), then by the substitution,
, we have a new mean defined as
Definition. Let
and
,
one defines Cauchy mean
as
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ25_HTML.gif)
where denotes
and
denotes
. In limiting case when
goes to 2s
is equal to
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ26_HTML.gif)
where denotes
and
denotes
. When
goes to
we have,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ27_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ28_HTML.gif)
When goes to
in
, we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ29_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ30_HTML.gif)
Definition C. Let be an integrable function, for
One defines a linear functional
as
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ31_HTML.gif)
It is clear from (1.4) Theorem 1.1 of that if is superquadratic function, then
.
Theorem 2.5.
If and
, then the following equality holds,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ32_HTML.gif)
Proof.
Suppose that is bounded, that is,
and
. Using
from Lemma 2.2 instead of
in (1.4), we get
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ33_HTML.gif)
Similarly, using from Lemma 2.2 instead of
in (1.4) we get
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ34_HTML.gif)
By combining the above two inequalities we get that there exist such that (2.23) holds. Moreover if (for example)
is bounded from above we have that (2.24) is valid. Also (2.23) holds when
is not bounded.
Theorem 2.6.
If ,
and
then, one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ35_HTML.gif)
provided the denominators are not equal to zero. If T is invertible, then
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ36_HTML.gif)
is a new mean.
If we put and
in (2.27) we have new mean
defined as follows.
Definition. We define
for
,
,
as follows:
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ37_HTML.gif)
where denotes
and
denotes
. In the limiting case we have
which is equal to
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ38_HTML.gif)
where denotes
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ39_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ40_HTML.gif)
In when
goes to
, we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ41_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ42_HTML.gif)
If we put and
in (2.27), then by the substitution
we have new mean
defined as follows.
Definition. Let
, and
,
, one defines Cauchy mean
as follows:
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ43_HTML.gif)
where denotes
and
denotes
. In limiting case we have
which is equal to
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ44_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ45_HTML.gif)
When approaches to
,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ46_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ47_HTML.gif)
where
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ48_HTML.gif)
3. Positive Semidefiniteness, Exponential Convexity, and Log-Convexity
Lemma 3.1 (see [12, Lemma ]).
Consider the function for
defined as
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ49_HTML.gif)
Then, with the convention ,
is superquadratic.
Theorem 3.2.
For defined in (2.1) one has the following.
(a)The matrix ,
, is a positive semidefinite matrix, that is,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ50_HTML.gif)
(b)One has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ51_HTML.gif)
that is, is log-convex in the Jensen sense.
(c)The function is exponentially convex.
(d) is log-convex, that is, for
where
one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ52_HTML.gif)
Proof.
-
(a)
Define the function
, where
Then,
(3.5)
and This implies that
is superquadratic, so using this
in the place of
in (2.1) we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ54_HTML.gif)
From this we have that the matrix is positive semidefinite.
-
(b)
It is a simple consequence of
for
-
(c)
Since we have
, so
is continuous for all
; then by (3.6) and Proposition 1.2 we have that
is exponentially convex.
-
(d)
As
is continuous then we have that
is log-convex and we get (3.4).
Corollary 3.3.
One has the following
(i)For ,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ55_HTML.gif)
(ii)For ,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ56_HTML.gif)
(iii)For ,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ57_HTML.gif)
(iv)For ,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ58_HTML.gif)
Proof.
By applying Theorem 3.2(b) with and
respectively, we get the result.
Similar to Theorem 3.2 we get the following.
Theorem 3.4.
For defined in (2.22) one has the following.
(a)The matrix ,
, is a positive-semidefinite matrix, that is,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ59_HTML.gif)
(b)One has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ60_HTML.gif)
that is, is log-convex in the Jensen sense.
(c)The function is exponentially convex.
(d) is log-convex, that is, for
where
one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ61_HTML.gif)
Proof.
The proof is the same as the proof of Theorem 3.2.
In the next results we use the continuity of and
.
When log f is convex we see that (also see [13])
Lemma 3.5.
Let be log-convex function, and if
, then the following inequality is valid,
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ62_HTML.gif)
Theorem 3.6.
For such that
and
, one has for
as in Definition
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ63_HTML.gif)
Proof.
According to Theorem 3.2, defined above is log-convex; so Lemma 3.5 implies that for
such that
and
we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ64_HTML.gif)
From the continuity of we get our result for
,
, and for
we can consider limiting case.
Theorem 3.7.
For such that
and
, one has for
as in Definition
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ65_HTML.gif)
Proof.
As defined above is log-convex, Lemma 3.5 implies that for
such that
and
we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ66_HTML.gif)
By substituting , and
, such that
,
,
we get the result, and for
,
we can consider the limiting case.
Theorem 3.8.
For such that
and
, one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ67_HTML.gif)
Proof.
According to Theorem 3.4, defined above is log-convex; so Lemma 3.5 implies that for
such that
and
we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ68_HTML.gif)
From the continuity of we get our result for
,
; and for
we can consider limiting case.
Theorem 3.9.
For such that
and
, one has
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ69_HTML.gif)
Proof.
As defined above is log-convex, Lemma 3.5 implies that for
such that
and
we have
![](http://media.springernature.com/full/springer-static/image/art%3A10.1155%2F2010%2F102467/MediaObjects/13660_2010_Article_2051_Equ70_HTML.gif)
By substituting , and
, such that
,
,
we get the result, and for
,
we can consider the limiting case.
References
Pečarić JE, Proschan F, Tong YL: Convex Functions, Partial Orderings, and Statistical Applications, Mathematics in Science and Engineering. Volume 187. Academic Press, Boston, Mass, USA; 1992:xiv+467.
Dragomir SS: On Hadamard's inequalities for convex functions. Mathematica Balkanica 1992, 6(3):215–222.
Dragomir SS, McAndrew A: Refinements of the Hermite-Hadamard inequality for convex functions. Journal of Inequalities in Pure and Applied Mathematics 2005., 6(5, article 140):
Banić S: Mappings connected with Hermite-Hadamard inequalities for superquadratic functions. Journal of Mathematical Inequalities 2009, 3(4):577–589.
Dragomir SS: A mapping in connection to Hadamard's inequalities. Akademie der Wissenschaften. Mathematisch-Naturwissenschaftliche Klasse 1991, 128: 17–20.
Dragomir SS: Two mappings in connection to Hadamard's inequalities. Journal of Mathematical Analysis and Applications 1992, 167(1):49–56. 10.1016/0022-247X(92)90233-4
Abramovich S, Jameson G, Sinnamon G: Refining Jensen's inequality. Bulletin Mathématique de la Société des Sciences Mathématiques de Roumanie 2004, 47(1–2):3–14.
Banić S, Varošanec S: Functional inequalities for superquadratic functions. International Journal of Pure and Applied Mathematics 2008, 43(4):537–549.
Anwar M, Jakšetić J, Pečarić J, Atiq Ur Rehman : Exponential convexity, positive semi-definite matrices and fundamental inequalities. accepted in Journal of Mathematical Inequalities accepted in Journal of Mathematical Inequalities
Hirschman II, Widder DV: The Convolution Transform. Princeton University Press, Princeton, NJ, USA; 1955:x+268.
Sierpinski W: A family of the Cauchy type mean-value theorems. Fundamenta Mathematicae 1920, 1: 125–129.
Abramovich S, Farid G, Pečarić J: More About Jensen's Inequality and Cauchy's Means for Superquadratic Functions. submitted submitted
Anwar M, Latif N, Pečarić J: Cauchy means of the Popoviciu type. Journal of Inequalities and Applications 2009, 2009:-16.
Anwar M, Pečarić J: Cauchy's means of Levinson type. Journal of Inequalities in Pure and Applied Mathematics 2008, 9(4, article 120):8.
Anwar M, Pečarić J: New means of Cauchy's type. Journal of Inequalities and Applications 2008, 2008:-10.
Pečarić JE, Perić I, Srivastava HM: A family of the Cauchy type mean-value theorems. Journal of Mathematical Analysis and Applications 2005, 306(2):730–739. 10.1016/j.jmaa.2004.10.018
Acknowledgment
This research was partially funded by Higher Education Commission, Pakistan. The research of the third author was supported by the Croatian Ministry of Science, Education and Sports under the Research grant no. 117-1170889-0888.
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Abramovich, S., Farid, G. & Pečarić, J. More About Hermite-Hadamard Inequalities, Cauchy's Means, and Superquadracity. J Inequal Appl 2010, 102467 (2010). https://doi.org/10.1155/2010/102467
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DOI: https://doi.org/10.1155/2010/102467