1. Introduction
A fundamental problem in the theory of differential equations (ordinary and partial) is the determination of a solution that verifies certain initial conditions.
Regarding Cauchy problems, certain questions arise: Does a solution exist (even locally only)? Is this unique? In this case, the solution continuously depends on the initial data, that is, is the problem well posed? The concept of a well-posed problem is connected with investigations by the famous French mathematician Hadamard [
1]. The problems that are not well-posed are called ill-posed problems. The theory of ill-posed problems has been the subject of research by many mathematicians in the last years, with applicability in various fields: theoretical physics, optimization of control, astronomy, management and planning, automatic systems, etc., all of which have been influenced by the rapid development of computing technology.
Tikhonov [
2] answered certain questions that are posed in the class of ill-posed problems, such as: what does an approximate solution mean, and what algorithm can be used to find such an approximate solution? This involves including additional assumptions. This process is known as regularization. Tikhonov regularization is one of the most commonly used for the regularization of linear ill-posed problems. Lavrent’ev [
3,
4] also established a regularization method. Based on this method, Yarmukhamedov [
5,
6] constructed the Carleman functions for the Laplace and Helmholtz, when the data is unknown on a conical surface or a hyper surface. Carleman-type formulas allow a solution to an elliptic equation to be found when the Cauchy data are known only on a part of the boundary of the domain. Carleman [
7] obtained a formula for a solution to Cauchy–Riemann equations, on domains of certain forms. Based on [
7], Goluzin and Krylov [
8] gave a formula for establishing the values of analytic functions on arbitrary domains. The multidimensional case was treated in [
9]. The Cauchy problem for elliptic equations was considered by Tarkhanov [
10,
11]. In [
12], the Cauchy problem for the Helmholtz equation in an arbitrary bounded plane domain was considered. Certain boundary value problems and the determination of numerical solutions was investigated in [
13,
14,
15,
16,
17,
18,
19,
20,
21,
22,
23,
24,
25]. In [
21] is studied the Cauchy problem of a modified Helmholtz equation. An efficient D-N alternating algorithm for solving an inverse problem for Helmholtz equation was investigated in [
18]. The Cauchy problem for elliptic equations, was studied in [
2,
3,
4,
5,
6,
7,
8,
9,
10,
11] and then it was investigated in [
12,
26,
27,
28,
29,
30,
31,
32,
33,
34,
35,
36,
37].
In this article, based on previous works [
30,
31,
32,
37], we find an explicit formula for an approximate solution of the Cauchy problem for matrix factorizations of the Helmholtz equation in a three-dimensional unbounded domain of
. The approximate solution formula requires construction of a family of fundamental solutions of the Helmholtz operator in space. This family is parametrized by some entire function
. Relying on the works [
30,
31,
32,
33,
34,
35,
36,
37], we obtain better results, due to a special selection of the function
. This helped us to obtain good results when finding an approximate solution based on the Carleman matrix.
Let
and
an unbounded, simply connected domain, having the boundary
piecewise smooth, such that
, where
D is the plane
and
is a smooth surface lying in the half-space
.
The following notations are used in the paper:
transposed vector
,
is an
matrix, having the elements linear functions with constant coefficients from
, such that
where
is the Hermitian conjugate matrix of
and
.
Next, we consider the system
where
is the matrix differential operator of order one.
Additionally, consider the set
where
W is continuous on
and
W satisfies (
1).
2. Statement of the Cauchy Problem
We formulate now the following Cauchy problem for the system (
1):
Let be a continuous given function on .
Suppose
and
Our purpose is to determine the function in the domain when its values are known on .
If
, then
where
is the unit exterior normal at a point
on the surface
and
denotes the fundamental solution of the Helmholtz equation in
(see, [
38]), that is
Let
be an entire function taking real values for real
z (
), satisfying
Consider
in (
3) instead
, where
being the regular solution of Helmholtz’s equation with respect to , including the case .
We generalize (
8) for the case when the domain
is unbounded.
Hence, in what follows, we consider the domain be unbounded.
Suppose that
is situated inside the layer of smallest width defined by the inequality
and
extends to infinity.
Theorem 1. Let . If for each fixed we have the equalitythen (8) is satisfied. Proof. Fix
. Using (
8) we obtain
Using (
9), we obtain (
8).
Also assume that the length
satisfies the following growth condition
for some
Suppose
satisfies
We consider in (
6):
where
Let
be fixed and
. We estimate
,
,
and
. To estimate
, we use the equality
It does not vanish in the region
and
We now choose with the condition . Hence, (10) is satisfied and (8) is true. □
Condition (
12) can be weakened.
Theorem 2. If satisfiesthen (8) is true. Proof. Divide by a line into the domains
and .
Consider the domain
. We put
in (
6),
being defined in (
12) and we obtain that (
10) is valid.
and .
We denote the corresponding by .
Since
then for fixed
we have
Suppose
satisfies
Consider
in (
16) satisfying
.
We obtain that (
16) is valid in
, and we have
where
If
satisfies (
15) in
, then for
analog we have
where
and
it is given by (
6), in which
it is replaced by the function
:
where
The integrals converge uniformly for
, and
. We consider
and we find
where
Here,
is given by (
6), and
by (
16), for
. According to the continuation principle, Formula (
21) is valid for every
. Using (
18) and (
21) holds for every
. Supposing
, Theorem 2 is proved. □
We choose
in (
6) and we obtain
The Formula (
8) becomes:
where
3. Regularized Solution of the Problem
Theorem 3. Let satisfying Ifthenwhere are bounded on compact subsets of Ω.
Proof. From (
24) and (
26), we obtain
Now using (
25), we obtain
Next, we estimate the integrals , , and on the part D of the plane .
Separating the imaginary part of (
23), we obtain
where
Given equality (
30), we have
Now using the equality
the equality (
30) and (
32), we have
Now, we estimate the integral .
Taking into account equality (
30), we obtain
From inequalities (
29), (
31), (
33), and (
34), we obtain (
27).
Now we prove the inequality (
28). Taking the derivatives from equalities (
24) and (
26) with respect to
we obtain:
From (
25) and (
35), we have
To prove (
36), we estimate
,
and
, on the part
D of the plane
.
For the first integrals, we use:
Applying equality (
30) and equality (
37), we obtain
Now, we estimate the integral .
Taking into account equality (
30), we obtain
Using (
36), (
38) and (
39), we obtain (
27). □
Here, is a surface. We remark that the set is compact.
Corollary 2. If , then the families of functions and converge uniformly for , that is: Remark that is a boundary layer for this problem, as in the theory of singular perturbations, where there is no uniform convergence.
Suppose that the surface
is given by the equation
where
satisfies the condition
Theorem 4. If satisfies (
25)
, and the inequalitythen Proof. We estimate the following
Given inequality (
40), we estimate the first integral of inequality (
44).
We estimate now the integrals and on .
From (
30) and (
32), we have
From (
46)–(
48) and applying (
45), we obtain
Now using (
44), (
49) and (
50), we have
We compute now the partial derivative from Formula (
24) with respect to
:
Given inequality (
40), we obtain:
To prove (
56), we estimate now
,
and
on a smooth surface
.
Given equality (
30) and equality (
35), we obtain
Taking into account (
30), we obtain
From (
57) and (
58), bearing in mind (
56), we obtain
From (
55), (
59) and (
60), we obtain
Choosing
as in (
52) we get (
42). □
Suppose now that
is defined on
and
is its approximation with an error
. Then
Theorem 5. Let satisfying the condition (
25)
on the part of the plane . Proof. From (
24) and (
63), we obtain
and
Using (
25) and (
62), we obtain:
and
We obtain, similarly repeating the proof of Theorems 3 and 4, that
Considering
from (
52), we obtain (
64) and (
65). □
Corollary 4. If , then the families of functions and are convergent uniformly for , that is: 4. Conclusions
In this paper, as a continuation of some previous papers, we explicitly found a regularized solution of the Cauchy problem for the matrix factorization of the Helmholtz equation in an unbounded domain from . When applied problems are solved, the approximate values of and must be found.
We have built, in this paper, a family of vector-functions and depending on . Moreover, we have proved that for , at , specially chosen, and are convergent to a solution and its derivative . Such a family of vector functions and are called a regularized solution of the problem. A regularized solution determines a stable method to find the approximate solution of the problem.
Author Contributions
Conceptualisation, D.A.J.; methodology, A.S. and D.M.; formal analysis, D.A.J., A.S. and D.M.; writing—original draft preparation, D.A.J., A.S. and D.M. All authors read and agreed to the published version of the manuscript.
Funding
This research received no external funding.
Institutional Review Board Statement
Not applicable.
Informed Consent Statement
Not applicable.
Data Availability Statement
Not applicable.
Acknowledgments
The authors extend their appreciation to the Deanship of Scientific Research at King Khalid University, Abha, Kingdom of Saudi Arabia for funding this work through Large Groups RGP.2/43/43. This work also has been supported by Walailak University Master Degree Excellence Scholarships (Contract No. ME03/2021).
Conflicts of Interest
The authors declare no conflict of interest.
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