On the Iterated Method for the Solution of Functional Equations with
Shift Whose Fixed Points are Located at the Ends of a Contour
ANNA TARASENKO, OLEKSANDR KARELIN, MANUEL GONZALEZ-HERNANDEZ,
JOSELITO MEDINA-MARIN
Institute of Basic Sciences and Engineering,
Hidalgo State Autonomous University,
Carretera Pachuca-Tulancingo, km.4.5,
Pachuca, Hidalgo, C.P. 42184
MEXICO
Abstract: - In this paper, we offer an approach for solving functional equations containing a shift operator and
its iterations. With the help of an algorithm, the initial equation is reduced to the first iterated equation, then,
applying the same algorithm, we obtain the second iterated equation. Continuing this process, we obtain the
-th iterated equation and the limit iterated equation. We prove a theorem on the equivalence of the initial
equation and the iterated equations. Based on the analysis of the solvability of the limit equation, we find a
solution to the initial equation. Equations of this type appear when modeling renewable systems with elements
in different states, such as being sick, healthy with immunity, and without immunity. The obtained results
represent appropriate mathematical tools for the study of such systems.
Key-Words: - Functional operator with shift, Inverse operator, Iterated method, Hölder functions, lder
functions with weight, Renewable systems.
Received: June 7, 2024. Revised: October 19, 2024. Accepted: November 9, 2024. Published: December 15, 2024.
1 Introduction
When modeling systems with renewable resources
[1], functional equations with shift arise 󰇛󰇜
󰇟󰇛󰇜󰇠. To solve equations with the operator ,
󰇛󰇜󰇛󰇜 󰇛󰇜, the results on the
invertibility of the operator  in Hölder
space with weight were used.
More complex models have been developed to
study renewable systems with elements in three
states. The balance relations of the model included
not only the shift operator , but also its second-
order compositions . To solve the
equation:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜 󰇛󰇜
iterative methods of solution were developed and
applied.
In this work, we generalized the iterative
method proposed in [1] and obtained formulas for
solving the equation with compositions of the
operator of the -th order:
󰇛󰇜󰇛󰇜󰇛󰇜 󰇛󰇜.
Here, operators are considered in the class of
Hölder functions and in the spaces of Hölder
functions with weight, [2], [3].
The statements and theorems proved in this
work will serve as an effective mathematical
apparatus in the study of renewable systems with
elements in different states.
2 Iteration Equations. Connection
between the Initial Values of the
Sought Function and the Free
Term
From [3], we recall the definitions of the space of
Hölder class functions with weight
󰇛󰇜, where
󰇛󰇜 󰇛󰇜󰨙 󰨙 󰇟󰇠󰨙
󰨙 .
Functions 󰇛󰇜 that satisfy the following
condition: 󰇛󰇜󰇛󰇜 ,
󰨙
are called Hölder functions and form the class
󰇛󰇜 When , then such functions are called
Lipschitz functions.
Functions that become Hölder functions and
turn into zero at points   after being
multiplied by 󰇛󰇜, form a Banach space. Functions
of this space are called Hölder functions with weight
WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2024.23.90
Anna Tarasenko, Oleksandr Karelin,
Manuel Gonzalez-Hernandez, Joselito Medina-Marin
E-ISSN: 2224-2880
874
Volume 23, 2024
󰇛󰇜 and have the notation
󰇛󰇜. The norm in
the space
󰇛󰇜 is defined by:
󰇛󰇜
󰇛󰇜= 󰇛󰇜󰇛󰇜󰇛󰇜,
where
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
and
󰇛󰇜󰇛󰇜 
 󰇛󰇜󰇛󰇜,
󰇛󰇜󰇛󰇜
󰨙󰨙
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
.
Let 󰇛󰇜 be a bijective orientation-preserving
shift on : if , then 󰇛󰇜 󰇛󰇜 and 󰇛󰇜
has only two fixed points 󰇛󰇜 , 󰇛󰇜 and
󰇛󰇜 , when , . In addition, let 󰇛󰇜
be a differentiable function with
 󰇛󰇜
and
 󰇛󰇜 󰇛󰇜.
From the properties of non-Carleman shift󰇛󰇜,
an important property of the functional operator
󰇛󰇜 󰇟󰇛󰇜󰇠 follows:

 󰇛󰇜 󰇛󰇜. (1)
We consider the equation:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜 󰇛󰇜 (2)
or, in operator form,
󰇛󰇜
 ,
we write
󰇛 󰇜󰇛󰇜 󰇛󰇜 (3)
We will consider equation (2) in two cases:
I. The first case of the problem in space 󰇛󰇜:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜 󰇛󰇜 (4)
Coefficients 󰇛󰇜󰇛󰇜󰇛󰇜 belong
to󰇛󰇜, the known free term on the right side q󰇛󰇜
belongs to 󰇛󰇜, the unknown function is sought
in space 󰇛󰇜.
II. The second case of the problem in space
󰇛󰇜:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜 󰇛󰇜 (5)
Coefficients  󰇛󰇜󰇛󰇜󰇛󰇜 belong
to󰇛󰇜, the known free term on the right side 󰇛󰇜
belongs to
󰇛󰇜, the unknown function 󰇛󰇜 is
sought in space
󰇛󰇜.
We will now proceed to describe the process of
constructing iterated equations. We write the
original equation (3) in recurrent form:
󰇛󰇜 󰇛󰇜󰇛󰇜. (6)
Substituting the expression for the unknown
function into the right side of the same equation (4),
we get an equation after the first iteration:
󰇛󰇜 󰇛󰇜󰇟󰇛󰇜󰇛󰇜󰇠󰇛󰇜,
󰇛󰇜 󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜.
We denote the obtained equation as the first
iterated equation. Using the same algorithm, we
construct the second iterated equation and move
operator to the end of it, in front of󰇛󰇜.
Here, we have indicated the results of the first
and the second iteration. Continuing the iterative
process, at the step , we obtain -th iterated
equation:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜, (7)
where
󰇛󰇜 󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜 (8)
Now, in the first case of the problem, space
󰇛󰇜, we establish connections between the initial
values of the free term and the initial values of the
unknown function of the original equation (2).
These values will be useful in the construction of
the solution of the considered equation. The
following simple statement holds:
Lemma 1. There are relationships
󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜
where 󰇛󰇜󰇛󰇜 󰇛󰇜 and
󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜
where 󰇛󰇜󰇛󰇜 󰇛󰇜 .
Proof. It is easy to see that from original equation
(2) we obtain:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜 󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜 󰇛󰇜
and
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜󰇛󰇜 󰇛󰇜
WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2024.23.90
Anna Tarasenko, Oleksandr Karelin,
Manuel Gonzalez-Hernandez, Joselito Medina-Marin
E-ISSN: 2224-2880
875
Volume 23, 2024
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜
This follows from the fact that constants do not
change under the action of the shift and
  is a fixed point for non-Carleman
shift 󰇛󰇜.
3 Equivalence of the Original
Equation and the Iterated
Equations
That the solution to the original equation is a
solution to the iterated equations directly follows
from the description of the algorithm for
constructing the iterated equations. We formulate
this affirmation as a theorem due to its importance
to what follows in this article and we will provide its
proof.
Theorem 1.
The initial equation and iterated equations are
equivalent to each other.
Proof. At first, we will prove that if is a solution
to the original equation, then this function is a
solution to all iterated equations. This follows
directly from the algorithm of construction of
iterated equations. So, it is obvious that all solutions
of original equation (6): 󰇛󰇜 󰇛󰇜󰇛󰇜
are included in the set of solutions of the first
iterated equation 󰇛󰇜 󰇛󰇜󰇟󰇛󰇜
󰇠󰇛󰇜. Continuing our reasoning in this way,
we come to the conclusion of the first part of the
proof. Now we will show that the iterated equations
do not have any other solutions except for the
solutions of the original equation.
Let 󰇛󰇜 be the solution of the first iterated
equation: 󰇛󰇜 󰇛󰇜󰇛󰇜 󰇛󰇜,
󰇛󰇜󰇛󰇜 then the function will be
the solution of the second iterated equation:
󰇛󰇜󰇛󰇜󰇟󰇛󰇜󰇛󰇜󰇠,
=  Now, we add and subtract the term
󰇛󰇜󰇛󰇜 and perform some
transformations,
 󰇟󰇛󰇜 󰇠

 󰇟󰇛󰇜  󰇠

 
Here the fact that is a solution of the first iterated
equation 󰇛󰇜󰇟󰇛󰇜󰇛󰇜󰇠 was used.
Counting  we come to initial
equation 󰇛󰇜 󰇛󰇜󰇛󰇜. The theorem
has been proved. Note that we did not separate cases
1 and 2 since differences in statements do not affect
the proof of the theorem.
We will continue the analysis of the solvability
of original equation (2) using its representation in
the form of -th iterated equation (7), (8). We
represent the operator 󰇛󰇜, obtained after
iterations, in another way:
󰇛󰇜
󰇛󰇜
We introduce an operator:
󰇛󰇜
that will play an important role and
󰇛󰇜󰇛󰇜 󰇛󰇜.
Note that 󰇛󰇜= (0).
Operator
can be written out in detail:
󰇡 󰇢󰇛󰇜 󰇛󰇜:
The relation 󰇛󰇜 holds.
The n-th iterated equation is represented as:
󰇛󰇜
󰇛󰇜
󰇛󰇜.
4 Solution to the Initial Equation
Passing to the limit, directing to infinity we
have:
󰇛󰇜 
󰇟
󰇛󰇜
󰇛󰇜󰇠.
We start with the first statement in space 󰇛󰇜:
󰇟 󰇛󰇜󰇛󰇜󰇜󰇠󰇛󰇜 󰇛󰇜
To calculate the value of the unknown function
at the end points by Lemma 1, we assume
󰇛󰇜󰇛󰇜󰇛󰇜 .
We can introduce operators and

󰇟
󰇛󰇜󰇠 󰇛󰇜 when their limits exist in
operator norm and functional norm of the Hölder
space, respectively. Taking into account the linearity
of the operators, we have a unique solution to the
original equation:
󰇛󰇜󰇟

󰇠󰇟
󰇛󰇜󰇠 

󰇛󰇜
and 󰇛󰇜󰇟󰇠󰇟󰇛󰇜󰇠󰇛󰇜.
Here,
󰇛
󰇜
󰇛
󰇜(9)
and
󰇟 󰇛󰇜󰇛󰇜󰇛󰇜󰇠. (10)
Paying attention to formula for the initial values
from Lemma 1 and to the limit operators (9, 10), the
WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2024.23.90
Anna Tarasenko, Oleksandr Karelin,
Manuel Gonzalez-Hernandez, Joselito Medina-Marin
E-ISSN: 2224-2880
876
Volume 23, 2024
solution of the initial equation can be written as
follows:
󰇛󰇜 󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜. (11)
Theorem 2.
Let the sequence of operators {󰇞converge in
operator norm to the operator acting in 󰇛󰇜, the
functional sequence 󰇝󰇛󰇜󰇞 converge to some
function 󰇛󰇜 from space 󰇛󰇜 and
󰇛󰇜󰇛󰇜󰇛󰇜 .
Then the equation in space 󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜 󰇛󰇜,
where coefficients and free term belong to 󰇛󰇜
and unknown function is searched from 󰇛󰇜has a
unique solution that is determined by the formula:
󰇛󰇜󰇡 󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜󰇢󰇛󰇜
󰇛󰇜
Now, consider the second statement in space
󰇛󰇜.
Let us remember that we study the equation (5)
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜 󰇛󰇜
with the free term 󰇛󰇜 belonging to
󰇛󰇜 the
unknown function 󰇛󰇜 belonging to
󰇛󰇜 and
the coefficients taken from 󰇛󰇜
We translate the equation from 
󰇛󰇜into
󰇛󰇜 We multiply the left and the right sides of
(5) by the weight function 󰇛󰇜 and obtain
󰇛󰇜󰇛󰇜
󰇛󰇜 󰇛󰇜
Here, according to the definition of the Hölder
space with weight 
󰇛󰇜, functions
(x)=󰇛󰇜󰇛󰇜 and 󰇛󰇜 󰇛󰇜󰇛󰇜
belong to the space of lder 󰇛󰇜 and vanish at
the end points, 󰇛󰇜=󰇛󰇜=0, 󰇛󰇜 󰇛󰇜 
We write down equivalent equations for the
unknown function 󰇛󰇜 󰇛󰇜󰇛󰇜,
󰇛󰇜󰇛󰇜
󰇛󰇜 󰇛󰇜
and, finally, we get the equation:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜
󰇛󰇜 󰇛󰇜
(12)
where
󰇛󰇜 󰇛󰇜 󰇛󰇛󰇜 󰇛󰇜.
Here, the following was used: 󰇛󰇜
󰇛󰇜,
Let's introduce the operator:
󰇛󰇜

and write equation (12) in the form:
󰇛󰇜=S󰇛󰇜󰇛󰇜 󰇛󰇜 󰇛󰇜.
To simply the proof of the following statements,
we will add to the requirements imposed on the shift
one more: 󰇛󰇜 has a second derivative and (1)
, (1) . In what follows we will assume that
󰇛󰇜 has this property.
We take the weight function from the definition
of space
󰇛󰇜: 󰇛󰇜 󰇛 󰇜󰇛󰇜,
 .
Lemma 2.
Functions 󰇛󰇜
󰇛󰇜 , 󰇛󰇜
󰇛󰇜 , , 󰇛󰇜
󰇛󰇜
belong to󰇛󰇜.
Proof. First, we prove that 󰇛󰇜 belongs to the
Lipschitz class 󰇛󰇜:
󰇛󰇜󰇛󰇜 .
We use Lagrange´s Theorem. If function 󰇛󰇜
is continuous on a closed segment 󰇟󰇠 and
differentiable on the open interval 󰇛), then the
following relation holds:
󰇛󰇜󰇛󰇜 󰇛󰇜󰇛󰇜  ;
(13)
in more detail:
󰇛󰇜
󰇛󰇜 󰇟
󰇛󰇜󰇠
󰇛󰇜.
The function 󰇛󰇜 󰇟
󰇛󰇜󰇠
is bounded by
some constant . We calculate this constant.
The derivative of the function 󰇛󰇜 is equal to
󰇟󰇛󰇜󰇛󰇜
󰇛󰇛󰇜󰇜󰇠 and 󰇡
󰇛󰇜󰇢 󰇟
󰇛󰇜󰇠󰇟󰇛󰇜󰇛󰇜
󰇛󰇜󰇠
The derivative has no singularities at . In
order to assert the continuity of the derivative we
consider the limit when tends to zero:

󰇛󰇟󰇛󰇜󰇠󰇜󰇡󰇛󰇜󰇛󰇜
󰇛󰇜󰇢
󰇟
󰇛󰇜󰇠
󰇛󰇜󰇛󰇜󰇛󰇜

󰇛󰇛󰇜󰇜󰇛󰇜
.
The continuous function 󰇛󰇜 is defined on
segment 󰇟󰇠 and therefore reaches its extreme
values on this segment, which we will denote by

󰆒and 
󰆒. We came to an estimate:
|󰇡
󰇛󰇜󰇛󰇜󰇢 󰇝
󰆒
󰆒󰇞.
Coming back to (13), we conclude that function
󰇛󰇜 is a Lipschitz function.
Note that 󰇛󰇜 󰇛󰇜󰇛󰇜 and that the
product of a Hölder function from 󰇛󰇜 and a
Lipschitz function from󰇛󰇜 gives us a Hölder
function from󰇛󰇜.
The following equality holds:
WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2024.23.90
Anna Tarasenko, Oleksandr Karelin,
Manuel Gonzalez-Hernandez, Joselito Medina-Marin
E-ISSN: 2224-2880
877
Volume 23, 2024
 󰇛󰇜
󰇛󰇜󰇛󰇛󰇜󰇜󰇛󰇛󰇜󰇜
󰇛󰇛󰇜󰇜󰇛󰇜 = 󰇡
󰇛󰇜󰇢󰇡
󰇛󰇜󰇢
and 󰇡
󰇛󰇜󰇢󰇡
󰇛󰇜󰇢 belongs to 󰇛󰇜.
We move on to:
󰇛󰇜
󰇛󰇜 󰇛󰇜
󰇛󰇜 󰇛󰇜
󰇛󰇜 󰇛󰇜
󰇛󰇜 󰇡󰇛󰇜
󰇛󰇜󰇢.
The requirements imposed on the shift and the
belonging of the shift to Hölder class with the
exponent imply that () belongs 󰇛󰇜.
Presenting 󰇛󰇜
󰇛󰇜 as:
󰇛󰇜
󰇛󰇜󰇡󰇛󰇜
󰇛󰇜󰇢
󰇡󰇛󰇜
󰇛󰇜󰇢
 󰇡󰇛󰇜
󰇛󰇜󰇢 ,
we, similarly, have that 󰇛󰇜

󰇛󰇜 belongs to 󰇛󰇜.
From Lemma 2 it follows that, the coefficients
󰇛󰇜󰇛󰇜 󰇛󰇜 belong to the space 󰇛󰇜,
since according to the statement of the problem, the
coefficients 󰇛󰇜󰇛󰇜 󰇛󰇜 are taken from
the space 󰇛󰇜.
To facilitate understanding of the ideas and the
algorithms for constructing operators used in the
article, the authors propose a list of sources that
provide classical definitions of operator theory and
functional analysis [4], [5] [6], [7], as well as
specific features of Hölder spaces of weighted
functions and operators acting in them, and indicate
some applications [8], [9].
We introduce the operators:
󰇛󰇜;
the limit operator 

, if it exists in
operator norm and acts on 󰇛󰇜; operator:
󰇛󰇜󰇛󰇜+󰇛󰇜 and
operator as the sum of functional series
 󰇛󰇜󰇛󰇜󰇛󰇜
when it converges to some function from 󰇛󰇜
Equation (12) is a special case of the original
equation (4), with the right-hand side vanishing at
the point  󰇛󰇜 . We write down its
solution using the formula (11): 󰇛󰇜 󰇛󰇛󰇜,
where the term 󰇛󰇜
󰇛󰇜󰇛󰇜 disappears because
󰇛󰇜 . We get a theorem:
Theorem 3.
Let the sequence of operators 󰇝
󰇞converge in
operator norm to operator acting in 󰇛󰇜 and
the functional series 󰇝󰇛󰇜󰇛󰇜󰇞 converge in
norm of space 󰇛󰇜 to some function 󰇛󰇜󰇛󰇜
from the space 󰇛󰇜 and, moreover, let
󰇛󰇜󰇛󰇜󰇛󰇜 
Then, the equation:
󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜󰇛󰇜 󰇛󰇜,
where the coefficients belong to 󰇛󰇜, free term
belongs to 
󰇛󰇜 and unknown function 󰇛󰇜 is
sought from
󰇛󰇜 has a unique solution:
󰇛󰇜 󰇛󰇜󰇟󰇛󰇜󰇛󰇜
where 󰇛󰇜 󰇛󰇜󰨙
 
4 Conclusion
The equation considered in this paper is a linear one.
The authors plan to generalize the proposed method
and apply it to the study of some nonlinear
equations that arise when modeling systems with
renewable resources. In order to achieve this, there
is a need to develop the theory of continued
fractions and infinite products [10], which
complicates the construction of solutions to
nonlinear equations. The first advances in this
direction have already been made and the results
obtained will serve as new tools for studying
renewable systems with elements in different states;
for example, infected, not infected, with immunity,
and without immunity. Another direction of
research is the introduction of several shifts and
their iterations into the equation under
consideration, which will allow taking into account
more complex relationships and interactions
between the elements of the system.
References:
[1] Karelin, O., Tarasenko, A. and M. Gonzalez-
Hernandez, Study of the Equilibrium of
Systems with Elements in Several States
Applying Operators with Shift, IEEE
Proceedings - 2023 8th International
Conference on Mathematics and Computers
in Sciences and Industry (MCSI), Athens,
Greece, 2023, pp. 27-32,
https://doi.org/10.1109/MCSI60294.2023.000
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[2] Gakhov, F. D., Boundary value problems,
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[3] Litvinchuk, G. S., Solvability theory of
boundary value problems and singular integral
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2000. https://doi.org/10.1007/978-94-011-
4363-9.
WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2024.23.90
Anna Tarasenko, Oleksandr Karelin,
Manuel Gonzalez-Hernandez, Joselito Medina-Marin
E-ISSN: 2224-2880
878
Volume 23, 2024
[4] Yosida, K., Functional analysis, Springer,
1995. https://doi.org/10.1007/978-3-642-
61859-8.
[5] Nair, M. T., Functional analysis: A first
course. PHI Learning Private Limited, 2021.
ISBN : 9789390544004.
[6] Bastos, M. A., Castro, L. and A. Y. Karlovich,
Operator Theory, Functional Analysis and
Applications, Springer, 2021.
https://doi.org/10.1007/978-3-030-51945-2.
[7] Kravchenko, V. G. and G. S. Litvinchuk,
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[8] Duduchava, R. V., Unidimensional Singular
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[9] Duduchava, R. V., Convolution integral
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[10] Khinchin, A. Y., Continued fractions,
University of Chicago Press, 1992. ISBN:
978-0486696300
Contribution of Individual Authors to the
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The authors equally contributed in the present
research, at all stages from the formulation of the
problem to the final findings and solution.
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Scientific Article or Scientific Article Itself
No funding was received for conducting this study.
Conflict of Interest
The authors have no conflicts of interest to declare.
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WSEAS TRANSACTIONS on MATHEMATICS
DOI: 10.37394/23206.2024.23.90
Anna Tarasenko, Oleksandr Karelin,
Manuel Gonzalez-Hernandez, Joselito Medina-Marin
E-ISSN: 2224-2880
879
Volume 23, 2024