Research article · 2021 · Full text
International Journal of Statistics and Applied MathematicsAnalysis of linear difference equations with variable coefficients
Volume 6(4) · Pages 38–44
Research areasNumerical methods for differential equationsNonlinear Dynamics and Pattern FormationMathematical and Theoretical Epidemiology and Ecology Models
Abstract
Author-writtenIn this paper, we studies the explicit solution of a linear difference equation of unbounded order with variable coefficients is presented. The solutions of nonhomogeneous and homogeneous linear difference equations of order N with variable coefficients are obtained. From these solutions, we also get expressions for the product of companion matrices, and the power of a companion matrix. This paper presents explicit solutions in terms of coefficients of linear difference equations with variable coefficients, for both the unbounded order case and the Nth-order case.
Summary
Source-checkedPlain-language reading of the full paper, prepared with AI and checked against the text. Each point links to the authors' own words.
Why it matters
- Explicit solutions for linear recurrences are well-established when the coefficients remain constant. View evidence ↗
- Finding explicit solutions becomes significantly more difficult when coefficients vary with the index. View evidence ↗
- There is a gap in existing literature regarding complete coefficient-based expressions for linear difference equations with varying coefficients of order 3 or higher. View evidence ↗
The question
- The authors aim to present an explicit solution for linear difference equations of unbounded order that feature variable coefficients. View evidence ↗
- The study also seeks to obtain solutions for both homogeneous and nonhomogeneous linear difference equations of order N with variable coefficients. View evidence ↗
What they did
- The authors analyze a linear difference equation of unbounded order using an integral index, variable complex coefficients, and a complex forcing term. View evidence ↗
- For equations of order N, the method focuses on expressing the solution in terms of coefficients, initial values, and forcing terms. View evidence ↗
- The authors utilize a vector form representation of the difference equation, employing a companion matrix for index k. View evidence ↗
What they found
- The authors derived an explicit solution for the unbounded order difference equation, defined by specific expressions for the coefficients ck,i. View evidence ↗
- The study provides a mathematical expression for the product of companion matrices based on the derived solutions. View evidence ↗
- The kth power of the N×N companion matrix was shown to provide the solutions for the Nth-order homogeneous linear difference equation with constant coefficients. View evidence ↗
- An alternative expression for the entries of the companion matrix power was developed in terms of the coefficients a1 through aN. View evidence ↗
What it means
- The authors conclude that their explicit solutions are based on the combinatorial properties of the coefficient indices. View evidence ↗
- The authors state that solving the unbounded order equation leads to the Nth-order solution, which subsequently allows for the expression of companion matrix products and powers. View evidence ↗
Introduction
Asymptotics of solutions of linear recurrences with coefficients having series representations have also been studied by many authors [1-7] . Further work on convergence properties of linear recurrence sequences has been presented by Kooman and Tijdeman [8] . A survey of the literature on explicit solutions of linear recurrences reveals that in the case of linear recurrences with constant coefficients, the explicit solutions in terms of coefficients are well known. That is no longer the case when the coefficients vary with the index [5] . A method of solving linear matrix difference equations with constant coefficients by using operator identities has been presented by Verde-Star [9] . Work on the existence and construction of closed-form solutions of linear recurrences with polynomial and rational coefficients has been done by Petkovsek [10-11] . But, in the available open literature, there are no expressions in terms of coefficients for the complete solution of a linear difference equation with varying coefficients when the order is 3 or more, except for cases in which the coefficients have some special properties.
Formulations
Consider the linear difference equation (1) of unbounded order, with integral index k, variable complex coefficients b k, 1 ,..., b k, k-1 , and complex forcing term x k . The solution of this equation, which is an expression for y k , k1 in terms of only coefficients and forcing terms, is given by the proposition that follows. Proposition 1. The solution of difference equation ( 1) is given by (2) http://www.mathsjournal.com Where (3) for i=1,..., k-1, k2.
Proof. From the difference equation ( 1), it is clear that its solution is of the form (2). Substituting ( 2) in (1), we obtain, for i =1,..., k-1, k2, ( 4) Comparing ( 4) with ( 2), we get (5) If we can show that c k, i given by ( 3) satisfies ( 5), then the proposition will be proved. Now using (3), the right-hand side of ( 5) can be expressed as (6) Substituting l 1 =k-r and replacing the index j by j-1 in (6), we get (7) for i=1,..., k-1, k2, from (3). Therefore we conclude that the expression for c k,i given by ( 3) obeys ( 5), which proves the proposition.
Linear difference equation of order N
We know that the linear difference equation (8) of order N (N2) with variable complex coefficients a k, j , j=1,..., N, complex forcing term x k+N , and complex initial values y 1 ,..., y N . The solution of this equation, which is an expression for y k+N , k1 in terms of only coefficients, initial values, and forcing terms, is given by the following proposition. Proposition 2. The solution of difference equation ( 8) with initial values y 1 ,..., y N is given by (9a) Where (9b) for j=2-k,..., N, k1.
Proof. Difference equation (8). With initial values y 1 ,..., y N can be treated as a special case of (1). In which (10) Now the solution of ( 8) with initial values y 1 ,..., y N is given by Proposition 1, with the expression for c k, i given by (3) having the additional constraints on b k,i in (10). The solution can therefore be expressed by using (10) as (11) Since (3) can be rewritten as (12) for i=1,..., k-1, k2, it is clear from (10) that for each term of the summation on the right-hand side of (12) to be nontrivial, the conditions In ( 11) and ( 14) respectively, and combining the two results, we obtain the proposition. Note that difference equation ( 8) with initial values y 1 ,..., y N can be expressed in vector form as (16) where the N=N matrix on the right-hand side of ( 16) is the companion matrix for index k. Defining (17a) (17b) for k1, we can rewrite (16) as (18) where y 1 = [y N , y N-1 ,..., y 1 ] T is the initial value vector. The solution of (18) with initial value vector y 1 can then be given in matrix form by ( 19)
Product of Companion Matrices
Consider the homogeneous case of difference equation ( 8) with initial values y 1 ,..., y N , in which x k+N =0 for k1. The solution of this homogeneous equation can be expressed, using (9a), as 22), ( 24), ( 27), and the fact that a i, N 0, i=1,..., k+N-1, k-(N-2). Therefore {d k, j } k-(N-1) , j-1,..., N, are linearly independent sequences, which implies that y k+N =d k, j , j=1,..., N, are N linearly independent solutions of the difference equation for ky -(N-1).
Power of the companion matrix for the constant coefficient case
Consider the case of the homogeneous Nth-order difference equation ( 28) with initial values y 1 ,..., y N in which a k, j =a j for all k1, j= 1,..., N, that is, the equation (
With initial values y 1 ,..., y N . We can rewrite (30). As (31) where y k is defined in (17a), A is defined in (17b) with a k, j replaced by a j , and y 1 is the initial value vector. From (23), the matrix form of the solution to (31) with initial value vector y 1 is given by (32) Thus the kth power of the N×N companion matrix A gives the solutions for y k+1 ,..., y k+N of the Nth-order homogeneous linear difference equation (30) with constant coefficients a 1 ,..., a N and initial values y 1 ,..., y N . Using the result in (24) and (25) for the product of companion matrices, we obtain (33) where d k-i+1, j , the entry in the ith row and the jth column of A k , is expressed as
Our aim is to obtain an alternative expression for d k-i+1, j when i min k, N. in terms of powers of the coefficients a 1 ,..., a N . Now (34a). Can be rewritten as (35) for imin (k, N). The sum of a l1 .... a lr-1 over all l 1 ,..., l r-1 satisfying where r=1,..., k-i+j is the same as the sum of Over all t 1 ,..., t N satisfying Therefore (35) implies, for imin (k, N), (36) Replacing t v by t v -1 in (36), we get (37) for i=1,..., min (k, N), j=1,..., N, k1. This is an alternative way of expressing (34a) in terms of the coefficients a 1 ,..., a N of the companion matrix A.
Conclusion
The explicit solutions of the linear difference equations presented here utilize the combinatorial properties of the indices of the coefficients. The solution of the difference equation of unbounded order results in the solution of the Nth-order equation, which, in turn, provides expressions for the product of companion matrices and the positive integral powers of a companion matrix.
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