Open Mathematics
Open Access
Research Article
Silvestru Sever Dragomir*
Inequality for power series with nonnegative
coefficients and applications
DOI 10.1515/math-2015-0061
Received July 20, 2015; accepted September 10, 2015.
Abstract:We establish in this paper some Jensen’s type inequalities for functions defined by power series with nonnegative coefficients. Applications for functions of selfadjoint operators on complex Hilbert spaces are provided as well.
Keywords: Jensen’s inequality, Measurable functions, Lebesgue integral, Selfadjoint operators, Functions of selfadjoint operators
MSC:26D15, 26D20, 47A63
1 Introduction
In 1906, J. L. W. V. Jensen [13] has proved the following remarkable inequality
f Pn
iD1pixi Pn
iD1pi
Pn
iD1pif .xi/ Pn
iD1pi
(1)
for a convex functionf WI R!Rin the intervalI, elementsxi 2Iand nonnegative numberspi; i2 f1; :::; ng
withPn
iD1pi > 0:This inequality is important in various fields of mathematics due to the fact that one can obtain
from it other important inequalities such as the triangle inequality, Hölder’s inequality, Ky Fan’s inequality, to name only a few.
Let.;A; /be a measurable space consisting of a set;a – algebraAof subsets ofand a countably additive and positive measureonAwith values inR[ f1g:Assume, for simplicity, thatRdD1:Consider
theLebesgue space
L .; /WD ff W!R; f is-measurable and
Z
jf .t /jd .t / <1g:
For simplicity of notation we write everywhere in the sequelRwdinstead ofRw .t / d .t / :
In order to provide a reverse of the celebrated Jensen’s integral inequality for convex functions, the author obtained in [4] and [7] the following result:
Theorem 1.1. LetˆWŒm; M R!Rbe a differentiable convex function on.m; M /andf W!Œm; M so
thatˆıf; f; ˆ0ıf; .ˆ0ıf / f 2L .; / :Then we have the inequality:
0
Z
ˆıf d ˆ
0
@ Z
f d
1
A Z
ˆ0ıf f d
Z
ˆ0ıf d Z
f d (2)
1 2
ˆ0.M / ˆ0.m/ Z
ˇ ˇ ˇ ˇ ˇ ˇ f
Z
f d
ˇ ˇ ˇ ˇ ˇ ˇ
d
1
2
ˆ0.M / ˆ0.m/ 2
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5
1 2
1
4
ˆ0.M / ˆ0.m/
.M m/ :
Remark 1.2. We notice that the inequality between the first and the second term in (2) in the discrete case was proved in 1994 by Dragomir & Ionescu, see [9].
For other recent reverses of Jensen inequality and applications to divergence measures see [6], [7] and [8].
Motivated by the above results we establish in this paper some Jensen’s type inequalities for functions defined by power series with nonnegative coefficients. Applications for functions of selfadjoint operators on complex Hilbert spaces are provided as well.
2 Results
The most important power series with nonnegative coefficients are:
exp.z/D 1 X
nD0 1 nŠz
n; z 2C,
1
1 z D
1 X
nD0
zn; z2D .0; 1/ ; (3)
ln 1
1 z D
1 X
nD1 1 nz
n; z
2D .0; 1/ ; coshzD 1 X
nD0 1 .2n/Šz
2n; z 2C,
sinhzD 1 X
nD0 1 .2nC1/Šz
2nC1; z 2C,
1 2ln
1 Cz
1 z
D
1 X
nD1 1 2n 1z
2n 1; z
2D .0; 1/ ;
where byD .0; R/we denote the open disk centered in0with radiusR > 0:
The following results that improve Jensen inequality as well as provide some reverse inequalities can be stated:
Theorem 2.1. Letˆ .z/DP1
nD0anznbe a power series with nonnegative coefficients and convergent onD .0; R/
withR > 0orRD 1:Assume thatf W!Ris-measurable and with0 < f .u/ < Rfor-almost everyuin
and such thatˆıf; .ˆ0ıf / f; .ˆ0ıf / f 12L .; / :Then we have the inequalities
01 2
2
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5ˆ
00.0/ (4)
1
2 2
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5
ˆ0 R
f d
ˆ0.0/ R
f d
Z
ˆıf d ˆ
0
@ Z
f d
1
A
1
2 2
6 4 Z
ˆ0ıf ˆ0.0/ f d
0
@ Z
f d
1
A 2
Z
ˆ0ıf ˆ0.0/
f 1d
3
7 5
1
2 2
6 4 Z
ˆ00ıf
f2d ˆ00.0/ 0
@ Z
f d
1
A 23
Proof. IfgWI!Ris a differentiable convex function on the interiorIVof the intervalIthen we have thegradient
inequality
g0.t / .t s/g .t / g .s/g0.s/ .t s/ (5)
for anyt; s2 VI :
If we write the inequality (5) for the power functiong .t /Dtr; r1on the interval.0;1/ ;then we have
rtr 1.t s/g .t / g .s/rsr 1.t s/ (6)
for anys; t > 0:
Letn2be a natural number, theng .t /Dtn=2is convex on.0;1/and by takingt Dx2andsDy2then we get from (6) that
n 2x
n 2 x2 y2
xn ynn
2y
n 2
x2 y2
(7)
for anyn2and anyx; y0:
From (7) we have
n 2Œf .u/
n 2 2
6 4Œf .u/
2 0
@ Z
f d
1
A 23
7
5Œf .u/ n
0
@ Z
f d
1
A n
n
2 0
@ Z
f d
1
A n 22
6 4Œf .u/
2 0
@ Z
f d
1
A 23
7 5
for anyn2;or, equivalently
n 2Œf .u/
n n
2Œf .u/ n 2
0
@ Z
f d
1
A 2
Œf .u/n 0
@ Z
f d
1
A n
n
2 0
@ Z
f d
1
A n 22
6 4Œf .u/
2 0
@ Z
f d
1
A 23
7 5 (8)
for anyn2:
Integrating the inequality overuonwe get
n 2 Z
fnd n
2 Z
fn 2d 0
@ Z
f d
1
A 2
Z
fnd
0
@ Z
f d
1
A n
n
2 0
@ Z
f d
1
A n 22
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5 (9)
for anyn2;which is an inequality of interest in itself.
Letm2:If we multiply (9) byan0and sum overnfrom2tomwe get
1 2
Z
m X
nD2 nanfn
!
d 1
2 Z
m X
nD2
nanfn 2 !
d 0
@ Z
f d
1
A 2
(10)
Z
m X
nD2 anfn
!
d m X
nD2 an
0
@ Z
f d
1
A n
1
2 m X
nD2 nan
0
@ Z
f d
1
A n 22
6 4 Z
f2d
0
@ Z
f d
1
A 23
Observe that
Z
m X
nD0 anfn
!
d m X
nD0 an 0 @ Z f d 1 A n D Z a0d a0 0 @ Z f d 1 A 0 C Z
.a1f / d a1
0 @ Z f d 1 A 1 C Z m X
nD2 anfn
!
d m X
nD2 an 0 @ Z f d 1 A n D Z m X
nD2 anfn
!
d m X
nD2 an 0 @ Z f d 1 A n
for anym2:
From (10) we get
1 2 Z m X nD2 nanfn ! d 1 2 Z m X nD2
nanfn 2 ! d 0 @ Z f d 1 A 2 (11) Z m X
nD0 anfn
!
d m X
nD0 an 0 @ Z f d 1 A n 1 2 m X
nD2 nan 0 @ Z f d 1 A n 22
6 4 Z
f2d
0 @ Z f d 1 A 23 7 5;
for anym2:
Observe that the power seriesP1
nD2nanznand Pm
nD2nanzn 2are convergent onD .0; R/and 1
X
nD2
nanznDz 1 X
nD2
nanzn 1Dz 1 X
nD1
nanzn 1 a1
!
Dz ˆ0.z/ ˆ0.0/
; z2D .0; R/
while
1 X
nD2
nanzn 2D 1 z
1 X
nD2
nanzn 1D ˆ
0.z/ ˆ0.0/
z ; z2D .0; R/X f0g:
Since 0 < f .u/ < Rfor -almost every u in ; then0 < R
f d < R, the series Pm
nD2nanŒf .u/ n;
Pm
nD2nanŒf .u/ n 2
;Pm
nD0anŒf .u/ n
are convergent for-almost everyuin;P1 nD0an
R
f d
n
and
P1 nD2nan
R
f d
n 2
are convergent and
m X
nD2
nanŒf .u/nDf .u/ ˆ0.f .u// ˆ0.0/ ;
m X
nD2
nanŒf .u/n 2D ˆ
0.f .u// ˆ0.0/
f .u/ ;
m X
nD0
anŒf .u/nDˆ .f .u//
for-almost everyuin:
We also have
1 X nD0 an 0 @ Z f d 1 A n Dˆ 0 @ Z f d 1 A and 1 X
nD2 nan 0 @ Z f d 1 A n 2 Dˆ 0 R
f d
ˆ0.0/ R
f d
:
By taking the limit in (11) over m ! 1; interchanging the limit with the integral, we get the third and fourth inequalities in (4).
Sinceˆ0is also a convex function on.0; R/then we have by (5)
ˆ0 0 @ Z f d 1
A ˆ0.0/ˆ00.0/ Z
and sinceR
f d > 0;we obtain the second inequality in (4). The first inequality is obvious.
By the inequality (5) applied forˆ0we also have
ˆ00.0/ ˆ
0.f .u// ˆ0.0/
f .u/ ˆ
00.f .u//
for-almost everyuin:
This implies that
Z
ˆ0ıf ˆ0.0/
f 1dˆ00.0/
and
Z
ˆ0ıf ˆ0.0/
f d
Z
ˆ00ıf f2d;
which prove the fifth inequality in (4).
Remark 2.2. Letˆ .z/DP1
nD0anznbe a power series with nonnegative coefficients and convergent onD .0; R/
withR > 0orRD 1:Ifxi 2.0; R/andwi 0 .i D1; : : : ; n/withWn WDPn
iD1wi D1;then we have the
inequalities
0 1
2 2
4 n X
iD1 wixi2
n X
iD1 wixi
!23
5ˆ00.0/ (12)
1
2 2
4 n X
iD1 wixi2
n X
iD1 wixi
!23
5 ˆ0 Pn
iD1wixi
ˆ0.0/ Pn
iD1wixi
n X
iD1
wiˆ .xi/ ˆ n X
iD1 wixi
!
1
2 2
4 n X
iD1 wixi
ˆ0.xi/ ˆ0.0/ n X
iD1 wi
xi
ˆ0.xi/ ˆ0.0/ n X
iD1 wixi
!23
5
1
2 2
4 n X
iD1
wixi2ˆ00.xi/ ˆ00.0/ n X
iD1 wixi
!23
5:
We have the following particular inequalities of interest.
Corollary 2.3. Assume thatf W!Ris-measurable and with0 < f .u/for-almost everyuinand such
thatexpıf; .expıf / f; .expıf / f 12L .; / :Then we have the inequalities
0 1
2 2
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5
1 2
2
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5
exp R
f d
1 R
f d
(13)
Z
.expıf / d exp
0
@ Z
f d
1
A
1
2 2
6 4 Z
.expıf 1/ f d 0
@ Z
f d
1
A 2
Z
.expıf 1/ f 1d 3
7 5
1
2 2
6 4 Z
f2.expıf / d 0
@ Z
f d
1
A 23
The inequality (13) follows by (4) forˆ .z/Dexp.z/DP1 nD0nŠ1z
n; z 2C.
If we use the inequality (4) forˆ .z/D11z D P1
nD0zn; z2D .0; 1/ ;then we can state:
Corollary 2.4. Assume thatf W!Ris-measurable and with0 < f .u/ < 1for-almost everyuinand
such that.1 f / 1; .1 f / 2f; .1 f / 2f 12L .; / :Then we have the inequalities
0
Z
f2d
0
@ Z
f d
1
A 2
(14)
1
2 2
6 4 Z
f2d
0
@ Z
f d
1
A 23
7 5
2 R
f d
1 R
f d
2
Z
.1 f / 1d
0
@1 Z
f d
1
A 1
1
2 2
6 4 Z
.2 f / f2
.1 f /2 d
0
@ Z
f d
1
A 2
Z
2 f
.1 f /2d 3
7 5
Z
f2
.1 f /3d 0
@ Z
f d
1
A 2
:
3 Applications for functions of selfadjoint operators
LetAbe a selfadjoint operator on the complex Hilbert space.H;h:; :i/with the spectrumSp .A/included in the interval Œm; M for some real numbersm < M and letfEg be itsspectral family. Then for any continuous
function f W Œm; M ! R, it is well known that we have the following spectral representation in terms of the
Riemann-Stieltjes integral(see for instance [12, p. 257]):
hf .A/ x; yi D M Z
m 0
f ./ d .hEx; yi/ ; (15)
for anyx; y2H:
The functiongx;y./WD hEx; yiis ofbounded variationon the intervalŒm; M andgx;y.m 0/D0while
gx;y.M /D hx; yifor anyx; y 2H:It is also well known thatgx./WD hEx; xiismonotonic nondecreasing
andright continuousonŒm; M for anyx2H. The following result holds:
Theorem 3.1. Letˆ .z/DP1
nD0anznbe a power series with nonnegative coefficients and convergent onD .0; R/
withR > 0orR D 1andAa bonded selfadjoint operator on the Hilbert spaceH withm DminSp .A/and
M DmaxSp .A/ :Assume thatf WI !Ris continuous onIwithŒm; M VIand0 < f .u/ < Rfor anyu2 VI :
Then we have the inequalities
01 2
hD
f2.A/ x; xE hf .A/ x; xi2iˆ00.0/ (16)
1
2 hD
f2.A/ x; xE hf .A/ x; xi2iˆ
0.hf .A/ x; xi/ ˆ0.0/
hf .A/ x; xi h.ˆıf / .A/ x; xi ˆ .hf .A/ x; xi/
1
2 ˝
ˆ0ıf
.A/ ˆ0.0/ I
D
ˆ0ıf
.A/ ˆ0.0/ I
f 1.A/ x; xEhf .A/ x; xi2i
1
2 hD
ˆ00ıf
.A/ f2.A/ x; xE ˆ00.0/ .hf .A/ x; xi/2i
for anyx2H;kxk D1:
In particular, if0 < mM < R;then
0 1
2 hD
A2x; xE hAx; xi2iˆ00.0/ (17)
1
2 hD
A2x; x E
hAx; xi2
iˆ0.hAx; xi/ ˆ0.0/ hAx; xi hˆ .A/ x; xi ˆ .hAx; xi/
1
2 h
˝
ˆ0.A/ ˆ0.0/ I
Ax; x˛ D
ˆ0.A/ ˆ0.0/ I
A 1x; xEhAx; xi2i
1
2 hD
ˆ00.A/ A2x; x E
ˆ00.0/hAx; xi2 i
for anyx2H;kxk D1:
Proof. Letx 2H;kxk D 1:For small" > 0;considerf W Œm "; M !Rcontinuous andg ./D hEx; xi
monotonic nondecreasing onŒm "; M :Utilising the inequality (4) for the positive measuredDdgwe have
0 1
2 2
6 4
M Z
m "
f2./ dhEx; xi 0
@ M Z
m "
f ./ dhEx; xi 1
A 23
7 5ˆ
00.0/
1
2 2
6 4
M Z
m "
f2./ dhEx; xi 0
@ M Z
m "
f ./ dhEx; xi 1
A 23
7 5
ˆ0RM
m "f ./ dhEx; xi
ˆ0.0/
RM
m "f ./ dhEx; xi
M Z
m "
ˆ .f .// dhEx; xi ˆ 0
@ M Z
m "
f ./ dhEx; xi 1
A
1
2 2
4 M Z
m "
ˆ0.f .// ˆ0.0/
f ./ dhEx; xi
M Z
m "
ˆ0.f .// ˆ0.0/
f 1./ dhEx; xi 0
@ M Z
m "
f ./ dhEx; xi 1
A 23
7 5
1
2 2
6 4
M Z
m "
ˆ00.f .// f2./ dhEx; xi ˆ00.0/ 0
@ M Z
m "
f ./ dhEx; xi 1
A 23
7 5:
Taking the limit over"!0Cwe deduce the desired result (16).
We can give some examples as follows:
Example 3.2. IfA > 0(is a positive definite operator) onH;then we have the exponential inequalities
0 1
2 hD
1 2
hD
A2x; xE hAx; xi2iexp.hAx; xi/ 1 hAx; xi hexp.A/ x; xi exp.hAx; xi/
1
2 h
h.exp.A/ I / Ax; xi D.exp.A/ I / A 1x; xEhAx; xi2i
1
2 hD
A2exp.A/ x; xE hAx; xi2i
for anyx2H;kxk D1:
Example 3.3. If0 < A < I;then we have
0DA2x; xE hAx; xi2 (19)
1
2 hD
A2x; xE hAx; xi2ih.2I A/ x; xi h.I A/ x; xi2
D.I A/ 1x; xE h.I A/ x; xi 1
1
2 hD
.2I A/ A2.I A/ 2x; xE D.2I A/ .I A/ 2x; xEhAx; xi2i
DA2.I A/ 3x; xE hAx; xi2
for anyx2H;kxk D1:
For recent inequalities for continuous functions of selfadjoint operators see the papers [1], [5], the monographs [10], [11] and the references therein.
Acknowledgement: The author would like to thank the anonymous referee for valuable suggestions that have been implemented in the final version of the paper.
References
[1] Agarwal R. P., Dragomir S. S., A survey of Jensen type inequalities for functions of selfadjoint operators in Hilbert spaces. Comput. Math. Appl. 59 (2010), no. 12, 3785–3812.
[2] Cerone P., Dragomir S. S., A refinement of the Grüss inequality and applications, Tamkang J. Math. 38 (2007), No. 1, 37-49. Preprint RGMIA Res. Rep. Coll., 5 (2) (2002), Art. 14.
[3] Cheng X.-L., Sun J., Note on the perturbed trapezoid inequality, J. Inequal. Pure & Appl. Math., 3(2) (2002), Art. 21.
[4] Dragomir S. S., A Grüss type inequality for isotonic linear functionals and applications. Demonstratio Math. 36 (2003), no. 3, 551– 562. Preprint RGMIA Res. Rep. Coll. 5(2002), Suplement, Art. 12.[Online http://rgmia.org/v5(E).php].
[5] Dragomir S. S., Some reverses of the Jensen inequality for functions of selfadjoint operators in Hilbert spaces. J. Inequal. Appl. 2010, Art. ID 496821, 15 pp.
[6] Dragomir S. S., Reverses of the Jensen inequality in terms of the first derivative and applications, Acta Math. Vietnam. 38 (2013), no. 3, 429–446. Preprint RGMIA Res. Rep. Coll. 14 (2011), Art. 71.[http://rgmia.org/papers/v14/v14a71.pdf]. [7] Dragomir S. S., Some reverses of the Jensen inequality with applications, Bull. Aust. Math. Soc. 87 (2013), no. 2, 177–194.
Preprint RGMIA Res. Rep. Coll. 14 (2011), Art. 72.[http://rgmia.org/papers/v14/v14a72.pdf].
[8] Dragomir S. S., A refinement and a divided difference reverse of Jensen’s inequality with applications, Preprint RGMIA Res. Rep. Coll. 14 (2011), Art. 74.[http://rgmia.org/papers/v14/v14a74.pdf].
[9] Dragomir S. S., Ionescu N. M., Some converse of Jensen’s inequality and applications. Rev. Anal. Numér. Théor. Approx. 23 (1994), no. 1, 71–78.
[10] Dragomir S. S.,Operator Inequalities of the Jensen, ˇCebyšev and Grüss Type. Springer Briefs in Mathematics. Springer, New York, 2012. xii+121 pp. ISBN: 978-1-4614-1520-6
[11] Dragomir S. S.,Operator Inequalities of Ostrowski and Trapezoidal Type. Springer Briefs in Mathematics. Springer, New York, 2012. x+112 pp. ISBN: 978-1-4614-1778-1
[12] Helmberg G.,Introduction to Spectral Theory in Hilbert Space, John Wiley & Sons, Inc. -New York, 1969.