Abstract
This paper introduces extensions and of Horn’s double hypergeometric function and Exton’s triple hypergeometric function , taking into account recent extensions of Euler’s beta function, hypergeometric function, and confluent hypergeometric function. Among the numerous extended hypergeometric functions, the primary rationale for choosing and is their comparable extension type. Next, we present various integral representations of Euler and Laplace types, Mellin and inverse Mellin transforms, Laguerre polynomial representations, transformation formulae, and a recurrence relation for the extended functions. In particular, we provide a generating function for and several bounding inequalities for and . We explore the utilization of the function within a probability distribution. Most special functions, such as the generalized hypergeometric function, the Beta function, and the p-extended Beta integral, exhibit natural symmetry.
Keywords:
extended beta function; extended hypergeometric function; extended confluent hypergeometric function; extended Appell function; Mellin transform; inverse Mellin transform; H-functions; Laguerre polynomials; transformation formulae; recurrence relation; generating function; bounding inequalities MSC:
33B20; 33C20; 33B15; 33C05
1. Introduction and Preliminaries
The generalized hypergeometric function with the r numerator and s denominator parameters, as the series, reads
where , and signifies the Pochhammer symbol; moreover, and for a given . The symbol is represented by , with being the familiar Gamma function whose acquainted integral is
In this and other instances, the sets of positive integers, integers, real numbers, and complex numbers will be denoted by , , , and , respectively. Moreover, let and . The series in (1) converges for all if . It is divergent for all when , unless at least one numerator parameter is in , in which case, (1) is a polynomial. For the case when , the series converges on the unit circle under the constraints and
For the noted particular cases, is referred to as Gauss’s hypergeometric function, and , which is also denoted by , is referred to as the confluent (Kummer’s) hypergeometric function.
In 1997, Chaudhry et al. ([], p. 20, Equation (1.7)) introduced and explored the p-extended Beta integral:
which follows a series of investigations of generalized incomplete gamma functions and their applications (see [,,]; see also []). The p-extended Beta integral in (3) is connected to the Macdonald error and Whittaker functions. The case of (3) becomes the classical Beta function given by (see, for example, ([], p. 8, Equation (43)):
Making use of the subsequent transformation
in which the numerator Beta function is replaced by the p-extended Beta function in (3), Chaudhry et al. [] introduced the p-Gauss hypergeometric function and the p-Kummer confluent hypergeometric function, which are, respectively, given as follows:
and
The functions were studied by Chaudhry et al. [], who revealed numerous intriguing identities and formulae. These include integral representations, differentiation properties, Mellin transforms, transformations, recurrence relations, summation formulae, and asymptotic formulae. There are several further extensions of the Beta function and the hypergeometric function of types (3) and (6) (see, for example, [,,,]).
Özarslan and Özergin [] introduced and investigated the p-extensions of the two-variable Appell hypergeometric functions and and the three variable Lauricella hypergeometric functions (see, for example, ([], Chapter 1), among which, the p-extended function is recalled:
They [] also introduced a new extended Riemann–Liouville fractional derivative to present several intriguing generating relations for the p-Gauss hypergeometric function (6).
Similar to (3), the p-extensions (6) in (7) and (8), when , return to Gauss’s hypergeometric function , the confluent hypergeometric function , and the Appell hypergeometric function of two variables, respectively.
Our investigation is primarily motivated by the vast range of potential applications of the extended Gauss hypergeometric, confluent hypergeometric, and Appell functions in various fields of mathematical, physical, engineering, and statistical sciences (as detailed in [,,], and the references therein). In this study, we undertake a systematic exploration of the extended Horn’s double hypergeometric function and the extended Exton’s triple hypergeometric functions . Specifically, we aim to present various integral representations of the Euler and Laplace types, as well as certain integral representations involving Bessel and modified Bessel functions, the Mellin transform, the Laguerre polynomial representation, transformation formulae, and recurrence relations. Additionally, we provide a generating function for and several bounding inequalities for and . Further, we investigate the application of the function within a probability distribution.
It should be mentioned that symmetry can manifest itself in various fields and aspects of human life, either explicitly or implicitly. For instance, the Beta function, the p-extended Beta integral, and function are obvious examples of symmetrical phenomena. Explicitly,
for instance,
where the function remains unchanged regardless of how the numerator parameters are reordered; similarly, the function remains the same regardless of how the denominator parameters are reordered.
2. Extended Horn’s Double Hypergeometric Function
In terms of the extended Beta function in (3), this section introduces the following extended Horn’s double hypergeometric function : For and , ,
where . In light of (5), when in (9), it gives the classical Horn’s double hypergeometric function (see, for example, ([], pp. 24, 59, []): For and , ,
2.1. Integral Representations
Theorem 1.
Proof.
By making use of the identity
and the extended Gauss hypergeometric function (6), the extended Horn’s double hypergeometric function (9) can be expressed as a single series:
Applying the integral representation of the extended Gauss hypergeometric function ([], p. 592, Equation (3.2))
to (12), one finds
Changing the order of summation and integration in (14), which is guaranteed under the restrictions, and using the identity
and the Gauss hypergeometric function , we obtain the desired integral representation (11). □
The following corollary is obtained by setting in Theorem 1.
Corollary 1.
The following integral representation for holds true:
where the additional restrictions for the other parameters and variables would follow from those in (10).
Theorem 2.
Proof.
Remark 1.
The Bessel function and the modified Bessel function are expressible in terms of hypergeometric functions, as follows (see, for example, [,]; see also ([], p. 265, Equation (3.2), [,]); in particular, []):
and
where and .
Now, applying the relationships (19) and (20) to (17), we can deduce certain interesting integral representations for the extended Horn’s double hypergeometric function in (9) as asserted by Corollary 2 below. Here, we state the resulting integral representations.
Corollary 2.
Each of the following integral representations holds true:
and
Here, all parameters and variables would be restricted, so that the representations can be meaningful and convergent. For example, , and .
2.2. Transformation Formula
Theorem 3.
The following transformation formula for holds true:
2.3. Recurrence Relation
The following lemma gives a recurrence relation for , which is deducible from ([], p. 19, Equation (2.2.2)) or ([], p. 20, Equation (2.2.7)).
Lemma 1.
The following contiguous relation for the function holds true:
Proof.
Recall a contiguous relation for the function (see ([], p. 19, Equation (2.2.2)):
Substituting for x in (26) and taking the limit in the resulting identity as with the aid of
and replacing by in the final identity, we obtain the contiguous relation for the function in (25).
Additionally, it is worth mentioning that (25) can be proven through a straightforward computation. □
Theorem 4.
The following recurrence relation for holds true:
2.4. Mellin Transform and Inverse Mellin Transform
The Mellin transform of a function with index s is defined by
provided that the improper integral exists (see, for example, [,]).
Theorem 5.
Proof.
Using the Mellin transform (29) in (9), and interchanging the order of integral and summations, which is guaranteed under the restrictions, we have
Applying the known result (see ([], p. 21, Equation (2.1)):
to the improper integral in (31), we obtain
which, upon using (10), yields the desired representation (30). □
Theorem 6.
The following Mellin–Barnes-type integral holds true: For a fixed ,
where and denotes the H-function (see, for example, [], Section 1.2).
Proof.
It follows from (9) that
The following asymptotic conditions are satisfied:
and for every , as . Therefore, one finds (see, for example, ([], p. 559) that the Mellin transform is analytic in the strip and the inverse Mellin transform is given as follows:
Using (30) for in (34), we obtain the first equality in (33). The second equality in (33) is found by employing the H-function. □
Remark 2.
The case of (30) when yields a relation between the extended Horn’s double hypergeometric and the classical Horn’s double hypergeometric , is as follows:
Moreover, setting in (32) gives
2.5. Laguerre Polynomial Representation
Theorem 7.
The following Laguerre polynomial representation for holds true: For and ,
where are Laguerre polynomials (see, for example, ([], Chapter 12).
3. Extended Exton’s Triple Hypergeometric Function
In terms of the extended beta function in (3), this section introduces the following extended Exton’s triple hypergeometric function : For and ,
Setting in (41) yields the Exton’s triple hypergeometric function (see, for example, ([], p. 84, 41a and p. 101): For and ,
Remark 3.
3.1. Integral Representations
This section explores certain integral representations for the extended Exton’s triple hypergeometric function in (41) of Euler and Laplace types. Integral representations incorporating Bessel and modified Bessel functions are provided as corollaries.
Theorem 8.
Proof.
The extended Exton’s triple hypergeometric function in (41) can be expressed as a double series involving the extended Gauss hypergeometric function in (6) by making use of the Pochhammer symbol identity :
Employing the integral representation for the extended Gauss hypergeometric function in (13) (see also ([], p. 592, Equation (3.2)) in (44), we have
Changing the order of summations and integration in (45) and using the extended Horn’s function in (9), we obtain the desired integral representation (43). □
Theorem 9.
Proof.
The extended Exton’s triple hypergeometric function in (41) is expressed as a single series involving the extended second Appell hypergeometric function in (8) by making use of the Pochhammer symbol identity :
Employing the integral representation of the extended second Appell hypergeometric function (see [], Theorem 2.2):
in (47), we obtain
Interchanging the order of summation and integrations and using the identity (15) with the choice of from (1) in (49), we obtain the desired integral representation (46). □
Theorem 10.
The following Laplace-type integral representation for in (41) holds true:
Proof.
Applying the integral representations for the Pochhammer symbol in (18) to (41) and interchanging the order of summations and integrals, we have
Then, using the generalized hypergeometric function (1) (with and ) and extended confluent hypergeometric function (7) in (51), we obtain the desired result (50). □
Likewise, as in Corollary 2, we can deduce integral expressions for Exton’s extended triple hypergeometric function in (41) by utilizing (19) and (20) in (50). This is stated in Corollary 3, and we present the resulting integral representations here, without demonstrating their derivations.
Corollary 3.
Each of the following integral representations holds true:
and
Here, all parameters and variables would be restricted so that the representations can be meaningful and convergent: For example, , and .
3.2. Transformation Formulae
This subsection derives transformation formulae for the extended Exton’s triple hypergeometric functions . One can consult [] for transformations of certain hypergeometric functions of three variables.
Theorem 11.
The following transformation formulae for hold true:
Proof.
Applying the extended Kummer transformation Formula (24) to in (50) and then setting
in the resulting integral, we obtain the first transformation Formula (54). A similar argument will establish the second transformation Formula (55). Finally, using the extended Kummer transformation Formula (24), simultaneously, for both and , we obtain the third transformation Formula (56). □
3.3. Recurrence Relation and Generating Function
This subsection investigates a recurrence relation and a generating function for the extended Exton’s triple hypergeometric functions . One can see [] the contiguous relations between certain hypergeometric functions of three variables.
Theorem 12.
The following recurrence relation for holds true:
Proof.
Theorem 13.
4. Bounding Inequalities for and
This section explores bounding inequalities for the extended Horn’s double hypergeometric function and the extended Exton’s triple hypergeometric function . The first auxiliary lemma is a simple but sharp estimate ([], p. 224, Equation (5.78)):
which can be proven by noticing that the function has the maximum value at on the interval .
The following lemma provides an inequality that is readily verifiable by using (3) and the observation (60).
Lemma 2.
Let and . Then
Let stand for the set of positive real numbers, both here and in other contexts.
4.1. Bounds for the Extended Functions
The following theorem provides bounding inequalities for the extended Gaussian hypergeometric , the extended Kummer confluent hypergeometric , the extended second Appell , the extended Horn’s double hypergeometric , and the extended Exton’s triple hypergeometric function , by using their series representations.
Theorem 14.
Let . Moreover, let the numerator parameters be nonnegative real numbers and the denominator parameters be positive real numbers. Furthermore, let the variables be nonnegative real numbers. Then
Each equality of the inequalities holds when .
4.2. Bounds Obtained via Integral Representations
In this subsection, we investigate the bounds of the extended Horn’s double hypergeometric function and the extended Exton’s triple hypergeometric function , which were introduced in Section 2 and Section 3, respectively. To accomplish this, we review and recall certain inequalities pertaining to the generalized hypergeometric function, Bessel function, and modified Bessel function, as follows:
- For and , the following two-sided inequalities for hold true according to Luke’s theorem (see ([], Theorem 16, Equation (5.6)):whereFor , the two-sided inequalities for Kummer’s confluent hypergeometric function easily follow:
- Bounding inequalities for and :
- (i)
- Lommel’s bounds (see, for example, ([], pp. 31 and 406, [,], pp. 548–549);
- (ii)
- The Minakshisundaram and Szász bound (see [], Equation (1.8); see also [], pp. 36–37; cf. [], p. 16);
- (iii)
- For and , Landau bounds []where stands for the Airy function
- (iv)
- (v)
- Luke ([], Equation (6.25)) gave the following inequality for the modified Bessel function :
The following theorem states and proves our second set of findings for the bounded inequalities of .
Theorem 15.
The following inequalities hold true:
where
Proof.
Applying the estimate (63) in Theorem 14 to the integral representations (21) and (22), respectively, we obtain
Employing Luke’s upper bound (69) in (80) gives the following estimate:
Using the first one in (70) in the first one of in (81), we find
which, upon employing (2) and the following integral formula:
to evaluate the right-sided integral, and combine the resulting inequality into (81), we obtain the desired inequality (77).
By utilizing the first Landau result (72), we can derive inequality (78) in a manner similar to obtaining inequality (77).
The following theorem states and proves our third set of findings for bounded inequalities of .
Theorem 16.
The following inequalities hold true:
For , , and , , we have
For , , and , , we have
where the first bound needs the additional restriction, , while the second one needs an additional restriction, . Moreover, in view of (9), when , we assume that .
Proof.
Here, we first see that the estimates of the Bessel function in (71), (73), and (75), are of the magnitude , where , and , respectively. Now, applying the estimate (71) in Theorem 14 to the integral representation (21), denoted by , gives
Then, choosing and , we realize the bounds affiliated with Minakshisundaram and Szász, as well as the second Landau and Olenko estimates, respectively, given in Theorem 16.
The process of demonstrating the sharpness of the inequality in (84) can be carried out using the same method as that in (77), but without including the specifics. □
Bounding inequalities for can be obtained by using an argument similar to the one used in Theorem 15. The following theorem presents the first two results in parallel with those in Theorem 15.
Theorem 17.
The following inequalities hold true:
provided that
In both cases, additional adjustments are made to the involved variables and parameters so that the right member of (87) is nonnegative.
provided that
The variables and parameters are further adjusted in both cases to ensure that the right-hand side of (88) is nonnegative.
Here,
Proof.
Applying the estimate (63) in Theorem 14 to the integral representation (52), we obtain
Employing Luke’s upper bound (69) in (89) gives the following estimate:
Using the first one in (70) in the first one of in (90), we find
which, upon employing (2) and the following integral formula (82) to evaluate the right-sided integral, and combining the resulting inequality into (90), we obtain the desired inequality (87).
By utilizing the first Landau result (72), we can derive inequality (88) in a manner akin to obtaining inequality (87).
The same method used to prove Theorem (15) can be used to demonstrate the equality of inequality (87). The details are omitted. □
5. An Application
Special functions are important in studying probability distribution and statistical inference (see, e.g., ([], Chapter 17, [,,]). Recently, researchers have been studying McKay Bessel-type distributions, which are related to special functions, such as Exton’s and Horn’s confluent functions (see [,,,]). The extended Horn’s double hypergeometric function (17) is expected to have many applications, similar to the generalized Beta and Gamma functions. One potential application is in statistics, and it can also be applied in inequality theory to derive novel bilateral bounds for the generalized Horn’s function using probabilistic methods.
Consider the random variable defined on a standard probability space , where is a sample space, is the event space in , and is a probability function, characterized by the following probability density function (PDF):
where it is assumed that , , the positive arguments (x, y), and the parameters and are suitably constrained so that remains nonnegative. Denoting
we find that
is a Laplace–Mellin transform of the function . After calculating, we confirm that
proving is a PDF.
We define the generalized Horn’s gamma distribution as , where is the parameter vector. Alternatively, we denote this as . Hereafter, we will derive some statistical functions for the random variable .
Raw Moments
The sth fractional-order moments equal
As the first application of (92), we derive a Turán-type bounding inequality for the extended Horn’s double hypergeometric function by virtue of the moment inequality, which holds for the nonnegative random variable . Lukacs reported on the moment inequality ([], p. 28, Equation (1.4.6)):
By inserting the expression (92) in (93), we obtain the bounding inequality for the extended Horn’s double hypergeometric function :
Here, and in the following,
Lukacs ([], p. 393, a) states that for , the moment inequality holds, which can be inferred using the Cauchy–Bunyakovsky–Schwarz inequality. This inequality implies a variant of the Turán–type inequality:
Characteristic Function
The Fourier transform of the PDF is the characteristic function (CHF) , say, of the random variable . Hence,
The recognition of the definition of the generalized Horn’s double hypergeometric function’s integral form (17) leads to the derivation of the characteristic function
The surprising summation result in the following theorem establishes a connection between the probability density function (PDF) and the characteristic function (CHF) through the corresponding integer-order moments.
Theorem 18.
For the positive parameter vector, , we have
6. Concluding Remarks
In 1997, Chaudhry et al. ([], p. 20, Equation (1.7)) introduced and explored the p-extended Beta integral (3) of the classical Beta function (4). The p-extended Beta integral (3) is proved to be connected to the Macdonald error and Whittaker functions. Since then, a number of such p-extensions of the hypergeometric function and its various generalizations of one and several variables have been presented and investigated (see, for example, [,,]).
This paper explored extensions (9) and (41) of Horn’s double hypergeometric function (10) and Exton’s triple hypergeometric function (42), taking into account recent extensions of Euler’s beta function, the hypergeometric function, the confluent hypergeometric function, two-variable Appell hypergeometric functions and , and three-variable Lauricella hypergeometric functions . Out of the many extended hypergeometric functions (see, for example, ([], Chapters 2 and 3), the primary rationale for selecting and is their comparable extension type (see Remark 3). We presented various integral representations of Euler and Laplace types, Mellin transforms, the Laguerre polynomial representation, transformation formulae, and a recurrence relation for the extended functions. In particular, we provided a generating function for the and several bounding inequalities for the and .
The hypergeometric series in one and several variables naturally appears in a wide range of problems across various fields of applied mathematics, including statistical distributions, operation research, theoretical physics, communication engineering, the theory of Lie algebras and Lie groups, perturbation theory, queuing theory, and engineering sciences. Multiple hypergeometric functions have been applied in these diverse fields, and Exton’s monograph [] and Srivastava and Karlsson’s work [] provide detailed accounts of these applications.
It seems possible that several applications of extended in (9) and in (41) of Horn’s double hypergeometric function in (10) and Exton’s triple hypergeometric function in (42) can be connected to certain fields mentioned in ([], Chapters 7 and 8) and ([], p. 47, Section (1.7)). However, there may be potential applications of the content in this work (as discussed in Section 5) that have yet to be explored and require further investigation.
We conclude this paper by providing a differential equation and posing a question, as follows:
- The following differential equation is derivable from (3):
- Can other bounding inequalities for and be given?
Author Contributions
Writing—original draft, R.K.P., J.C. and S.S.; writing—review and editing, R.K.P., J.C. and S.S. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Acknowledgments
The authors express their profound gratitude to the anonymous reviewers for their valuable feedback, which proved to be constructive and uplifting, leading to significant improvement in the quality of this paper.
Conflicts of Interest
The authors have no conflict of interest.
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