1. Introduction
The Hermite–Hadamard inequality [
1,
2] has garnered a lot of interest in elementary mathematics since it is the first fundamental conclusion of convex maps with a natural geometric interpretation and wide application. The inequality of the Hermite–Hadamard type, which is defined by:
where
, is a convex function on closed bound interval
of
, and
with
, and for applications of the Hermite–Hadamard integral inequality, see [
3,
4,
5,
6,
7,
8,
9,
10,
11,
12,
13] and the references therein.
Different integral inequalities have been discovered for different integrals operators. For generalizing significant and well-known integral inequalities, these integrals are helpful. The Hermite–Hadamard integral inequality is a particular type of integral inequality. It is frequently used in the literature and outlines the prerequisites and extenuating circumstances for a function to be convex. Using Riemann-Liouville fractional integrals, Sarikaya et al. [
14] extended the Hermite–Hadamard inequality. Iscan [
15] expanded Sarikaya et al.’s findings to include Hermite–Hadamard–Fejér type inequalities. By utilizing the product of two convex functions, Chen [
16] produced fractional Hermite–Hadamard type integral inequalities using the methods of Sarikaya et al. [
14]. Convex polytopes and Jensen type inequalities proposals were the subject of Guessab’s [
17] study, which also looked at approximation error in convex functions. A sequence of operators need not have an identity limit, according to a Korovkin-type theorem found by Guessab et al. [
18]. Additionally, Guessab [
19] worked on ideas such as bivariate Hermite interpolation and higher order convexity. In recent years, mathematicians have become increasingly interested in the presentation of a number of well-known integral inequalities using different unique notions of fractional integral operators. The findings in [
20,
21,
22,
23,
24,
25,
26,
27,
28,
29,
30,
31,
32,
33,
34,
35] might be consulted in this respect.
Set-valued analysis is a subdivision of interval analysis. The value of interval analysis in both basic and practical research cannot be overstated. The error limitations of numerical solutions to finite state machines were one of the earliest applications of interval analysis. However, interval analysis has become more important in recent years as a part of mathematical and computational models for dealing with interval uncertainty. Moore [
36], who is credited with being the first to apply intervals in computer mathematics, published the first book on interval analysis in 1966. Following the publication of this book, a number of scientists began examining the theory and uses of interval arithmetic. Due to its widespread use today, interval analysis is a helpful technique in many fields with ambiguous data. Applications may be found in computer graphics, computational and experimental physics, error analysis, robotics, and many other fields.
Convex interval-valued functions have recently been the subject of research on Jensen type inequality and Hermite–Hadamard type inequalities since, as we all know, convex functions and inequalities go hand in hand. It is important to keep in mind that inclusion relations or LU-orders [
37,
38,
39,
40,
41,
42,
43,
44,
45,
46,
47,
48,
49,
50,
51,
52], which are partial orders, are currently used to generate interval-valued inequalities. The midpoint and radius of the interval were used in 2014 by Bhunia and Samanta [
53] to define the cr-order, which is a complete order relation. Rahman [
54] developed the cr-convex function and investigated its nonlinearity in 2020. For more information related to interval-valued functions, see [
55,
56,
57,
58,
59,
60,
61,
62,
63,
64,
65,
66,
67,
68].
To demonstrate new inequalities, we have combined the ideas of an inclusion relation with interval valued analysis. There are still many unanswered questions about integral inequalities involving different kinds of convex functions, despite the fact that there are many studies on the evolution of integral inequalities using convex functions. The main objective of this paper is to develop new Hermite–Hadamard, Pachppate, and Fejér type inequalities for generalized convex interval-valued functions using interval Riemann integral operators.
2. Preliminaries
In this section, we recall some basic preliminary notions, definitions and results. With the help of these results, some new basic definitions and results are also discussed.
We begin by recalling the basic notations and definitions. We define interval as:
We write len . If len then, is called degenerate. In this article, all intervals will be non-degenerate intervals. The collection of all closed and bounded intervals of is denoted and defined as If , then is called a positive interval. The set of all positive intervals is denoted by and defined as
We now consider some of the properties of intervals using arithmetic operations. Let
and
, then we have:
Remark 1. The relation is defined on byfor all it is an inclusion relation. Moore [
36] initially proposed the concept of the Riemann integral for IVF, which is defined as follows:
Theorem 1. If is an IVF on such that Then is Riemann integrable over if and only if, and both are Riemann integrable over such that Definition 1. Letbe an invex set andsuch that. Then IVFis said to be -preinvex onwith respect toiffor allis called -preconcave on with respect to if Inequality (8) is reversed. is called affine 𝔴-preinvex on with respect to iffor all.
Remark 2. The 𝔴-preinvex IVFs have some very nice properties similar to preinvex IVF,
if is 𝔴-preinvex IVF, then is also 𝔴-preinvex for .
if and both are 𝔴-preinvex IVFs, then is also 𝔴-preinvex IVF.
Now we discuss some new special cases of 𝔴-preinvex IVFs:
- (i)
If one takes
then from (8), one can acquire the following coming inequality, see [
37]:
If one takes then is called -convex IVF.
- (ii)
If one takes
then from (8), one can acquire the following coming inequality, see [
17]:
If one takes then is called convex IVF.
- (iii)
If one takes
then from (8), one can achieve the following coming inequality:
If one takes then is called -IVF.
Theorem 2. Letbe an invex set andsuch that, and letbe a IVF withsuch thatfor all . Then is 𝔴-preinvex IVF on if and only if, and both are 𝔴-preinvex functions. Proof. The proof of this result is similar to the proof of Theorem 3.7, see [
37]. □
Example 1. We consider for and the IVF defined by . Since are 𝔴-preinvex functions . Hence is 𝔴-preinvex IVF.
3. Main Results
Now, the application of inequality (2), Definition 1, and Theorems 1, 2 gives the followings results.
Theorem 3. Letbe a -preinvex IVF withandsuch thatfor all . If , then If is 𝔴-preinvex IVF, then (14) is reversed such that Proof. Let
be a 𝔴-preinvex IVF. Then, by hypothesis, we have
In a similar way to above, we have:
Combining (16) and (17), we have
which completes the proof. □
Note that, inequality (14) is known as fuzzy-interval H-H inequality for 𝔴-preinvex IVF.
Remark 3. If one takes , then from 14, we achieve the result for -preinvex IVF in the second sense: If one takes , then from 14, we obtain the result for preinvex IVF: If one takes , then we achieve the result for IVF: If one takes , then we acquire the result for 𝔴-preinvex function, see [37]: Note that, if then integral inequalities (18)–(21) reduce to classical ones.
Example 2. We considerfor, and the IVFdefined by. Since are 𝔴
-preinvex functions with respect to . Hence is 𝔴
-preinvex IVF with respect to . Since and then, we compute the followingthat means Similarly, it can be easily show thatsuch that From which, it follows thatthat is Hence,and the Theorem 3 is verified. Theorem 4. Let be twoand-preinvex IVFs with such that and for all . If , thenwhere with and Example 3. We consider for , and the IVFs defined by and Since and both are -preinvex functions, and , and both are also -preinvex functions with respect to same then, and both are and -preinvex IVFs, respectively. Since and , and , and , then we compute the following:that meanshence, Theorem 4 is verified. The following assumption is required to prove the next result regarding the bi-function which is known as:
Condition C. (
see [
60])
Let be an invex set with respect to For any and ,Clearly for = 0, we have = 0 if and only if, , for all . For the applications of Condition C, see [55,56,58,59,60]. Theorem 5. Let be two and -preinvex IVFs with given by and for all . If and condition C hold for , thenwhere and and Proof. Using condition C, we can write
By hypothesis, we have
Integrating over
we have
from which, we have
that is
this completes the result. □
Example 4. We consider for , and the IVFs defined by and as in Example 3, and both are and -preinvex IVFs with respect to , respectively. Since and , then, we havethat meanshence, Theorem 5 is demonstrated. We now give H–H Fejér inequalities for 𝔴-preinvex IVFs. Firstly, we obtain the second H–H Fejér inequality for 𝔴-preinvex IVF.
Theorem 6. Let be a 𝔴-preinvex IVF with and given by for all . If and symmetric with respect to then Proof. Let
be a 𝔴-preinvex IVF. Then, we have
After adding (23) and (24), and integrating over
we obtain
Since
is symmetric, then
From (25) and (26), we have
that is
hence
This completes the proof. □
Next, we construct the first
H–
H Fejér inequality for 𝔴-preinvex IVF, which generalizes the first
H–
H Fejér inequality for the 𝔴-preinvex function, see [
58,
59].
Theorem 7. Let be a 𝔴
-preinvex IVF with and , such that for all . If and symmetric with respect to and , and Condition C for , then Proof. Using condition C, we can write
Since
is a 𝔴-preinvex, we have
By multiplying (28) by
and integrating it by
over
we obtain:
From (29) and (30), we have
From which, we have
that is
Then the proof is complete. □
Remark 4. If one takes , then (22) and (27) reduces to inequalities for preinvex IVFs.
If one takes , then Inequalities (22) and (27) reduces to the classical first and second H–H Fejér inequality for 𝔴-preinvex function, see [59]. If one takes then Inequalities (22) and (27) reduces to classical first and second H–H–Fejér inequality for 𝔴-convex function, see [58]. Example 5. We consider for and the IVF defined by . Since and are 𝔴
-preinvex functions , then is 𝔴
-preinvex IVF. Ifthen, we have From (31) and (32), we have Hence, Theorem 6 is verified.
From (33) and (34), we have Hence, Theorem 7 is verified.
4. Conclusions
For 𝔴-preinvex interval-valued functions, we have found the Hermite–Hadamard type inclusions in this paper. In addition, we have demonstrated Hermite–Hadamard–Fejer’ type inclusions for symmetric functions and Pachpatte type inclusions for the product of two 𝔴-preinvex interval-valued functions. In the future, we will investigate the quantum (or q-) calculus and 𝔴-preinvex interval-valued functions on coordinates. This new study aims to motivate researchers in interval analysis, fractional calculus, and other important areas.
Author Contributions
Conceptualization, M.B.K.; methodology, M.B.K. and M.S.S.; validation, S.T.; formal analysis, S.T.; investigation, M.B.K. and M.S.S.; resources, S.T.; data curation, M.B.K.; writing—original draft preparation, M.B.K.; writing—review and editing, M.B.K. and S.T.; visualization, M.B.K.; supervision, M.B.K. and M.S.S.; project administration, M.B.K.; funding acquisition, S.T. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Data Availability Statement
Not applicable.
Acknowledgments
The authors would like to thank the Rector, COMSATS University Islamabad, Islamabad, Pakistan, for providing excellent research and academic environments.
Conflicts of Interest
The authors declare no conflict of interest.
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