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Research article · 2021 · Full text

International Journal of Statistics and Applied Mathematics

Analysis of linear difference equations with variable coefficients

Prabhakar KumarShwet Kumar Saha

Volume 6(4) · Pages 38–44

Research areasNumerical methods for differential equationsNonlinear Dynamics and Pattern FormationMathematical and Theoretical Epidemiology and Ecology Models

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Abstract

Author-written

In 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

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Plain-language reading of the full paper, prepared with AI and checked against the text. Each point links to the authors' own words.

  1. Why it matters

    • Explicit solutions for linear recurrences are well-established when the coefficients remain constant. View evidence ↗

      Why it matters

      Explicit solutions for linear recurrences are well-established when the coefficients remain constant.

      In the paper's own words

      “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.”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
    • Finding explicit solutions becomes significantly more difficult when coefficients vary with the index. View evidence ↗

      Why it matters

      Finding explicit solutions becomes significantly more difficult when coefficients vary with the index.

      In the paper's own words

      “That is no longer the case when the coefficients vary with the index [5].”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
    • 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 ↗

      Why it matters

      There is a gap in existing literature regarding complete coefficient-based expressions for linear difference equations with varying coefficients of order 3 or higher.

      In the paper's own words

      “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.”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
  2. The question

    • The authors aim to present an explicit solution for linear difference equations of unbounded order that feature variable coefficients. View evidence ↗

      The question

      The authors aim to present an explicit solution for linear difference equations of unbounded order that feature variable coefficients.

      In the paper's own words

      “In this paper, we studies the explicit solution of a linear difference equation of unbounded order with variable coefficients is presented.”

      Page 1

      Found in: Formulations

      Read it in the full textOpen PDF at page 1 ↗
    • The study also seeks to obtain solutions for both homogeneous and nonhomogeneous linear difference equations of order N with variable coefficients. View evidence ↗

      The question

      The study also seeks to obtain solutions for both homogeneous and nonhomogeneous linear difference equations of order N with variable coefficients.

      In the paper's own words

      “The solutions of nonhomogeneous and homogeneous linear difference equations of order N with variable coefficients are obtained.”

      Page 1

      Found in: Introduction

      Read it in the full textOpen PDF at page 1 ↗
  3. 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 ↗

      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.

      In the paper's own words

      “Consider the linear difference equation (1) of unbounded order, with integral index k, variable complex coefficients bk, 1,..., bk, k–1, and complex forcing term xk.”

      Page 1

      Found in: Formulations

      Read it in the full textOpen PDF at page 1 ↗
    • For equations of order N, the method focuses on expressing the solution in terms of coefficients, initial values, and forcing terms. View evidence ↗

      What they did

      For equations of order N, the method focuses on expressing the solution in terms of coefficients, initial values, and forcing terms.

      In the paper's own words

      “The solution of this equation, which is an expression for yk+N, k1 in terms of only coefficients, initial values, and forcing terms, is given by the following proposition.”

      Page 3

      Found in: Linear difference equation of order N

      Read it in the full textOpen PDF at page 3 ↗
    • The authors utilize a vector form representation of the difference equation, employing a companion matrix for index k. View evidence ↗

      What they did

      The authors utilize a vector form representation of the difference equation, employing a companion matrix for index k.

      In the paper's own words

      “Note that difference equation (8) with initial values y1,..., yN 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.”

      Page 4

      Found in: Linear difference equation of order N

      Read it in the full textOpen PDF at page 4 ↗
  4. 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 ↗

      What they found

      The authors derived an explicit solution for the unbounded order difference equation, defined by specific expressions for the coefficients ck,i.

      In the paper's own words

      “The solution of difference equation (1) is given by (2)”

      Page 1

      “Where (3) for i=1,..., k–1, k2.”

      Page 2

      Found in: Formulations

      Read it in the full textOpen PDF at page 1 ↗
    • The study provides a mathematical expression for the product of companion matrices based on the derived solutions. View evidence ↗

      What they found

      The study provides a mathematical expression for the product of companion matrices based on the derived solutions.

      In the paper's own words

      “Comparing (17), (21), and (23), we find that the product of companion matrices can be expressed as (24)”

      Page 5

      Found in: Power of the companion matrix for the constant coefficient case

      Read it in the full textOpen PDF at page 5 ↗
    • 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 ↗

      What they found

      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.

      In the paper's own words

      “Thus the kth power of the N×N companion matrix A gives the solutions for yk+1,..., yk+N of the Nth-order homogeneous linear difference equation (30) with constant coefficients a1,..., aN and initial values y1,..., yN.”

      Page 6

      Found in: Power of the companion matrix for the constant coefficient case

      Read it in the full textOpen PDF at page 6 ↗
    • An alternative expression for the entries of the companion matrix power was developed in terms of the coefficients a1 through aN. View evidence ↗

      What they found

      An alternative expression for the entries of the companion matrix power was developed in terms of the coefficients a1 through aN.

      In the paper's own words

      “Replacing tv by tv–1 in (36), we get (37) for i=1,..., min (k, N), j=1,..., N, k1. This is an alternative way of expressing (34a) in terms of the coefficients a1,..., aN of the companion matrix A.”

      Page 7

      Found in: Power of the companion matrix for the constant coefficient case

      Read it in the full textOpen PDF at page 7 ↗
  5. What it means

    • The authors conclude that their explicit solutions are based on the combinatorial properties of the coefficient indices. View evidence ↗

      What it means

      The authors conclude that their explicit solutions are based on the combinatorial properties of the coefficient indices.

      In the paper's own words

      “The explicit solutions of the linear difference equations presented here utilize the combinatorial properties of the indices of the coefficients.”

      Page 7

      Found in: Conclusion

      Read it in the full textOpen PDF at page 7 ↗
    • 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 ↗

      What it means

      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.

      In the paper's own words

      “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.”

      Page 7

      Found in: Conclusion

      Read it in the full textOpen PDF at page 7 ↗
FULL TEXT Original article · reflowed for reading

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 , k1 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, k2.

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, k2, ( 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, k2, 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 (N2) 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 , k1 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, k1.

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, k2, 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 k1, 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 k1. 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 ky -(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 k1, 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 imin (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 imin (k, N), (36) Replacing t v by t v -1 in (36), we get (37) for i=1,..., min (k, N), j=1,..., N, k1. 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.

References

11 in the original paper
  1. Birkhoff GD. Formal theory of irregular linear difference equations, Acta Math 2019;54:205-246.
  2. Adams CR. On the irregular cases of the linear ordinary difference equation, Trans. Amer. Math. Soc 2018;30:507-541.
  3. Poincare H. Sur les equations lineaires aux differentielles ordinaires et aux differences finies, Amer. J Math 2015;7:203-258.
  4. Wimp J, Zeilberger D. Resurrecting the asymptotics of linear recurrences, J Math. Anal. Appl 1985;111:162-176.
  5. Trjitzinsky WJ. Laplace integrals and factorial series in the theory of linear differential and linear difference equations, Trans. Amer. Math. Soc 2013;37:80-146.
  6. Birkhoff GD, Trjitzinsky WJ. Analytic theory of singular difference equations, Acta Math 2011;60:1-89.
  7. Culmer WJA, Harris WA. Jr., Convergent solutions of ordinary linear homogeneous difference equations, Pacific J Math 1963;13:1111-1138.
  8. Kooman RJ, Tijdeman R. Convergence properties of linear recurrence sequences, Nieuw Arch. Wisk 2014;4(4):13-25.
  9. Verde-Star L. Operator identities and the solution of linear matrix difference and differential equations, Stud. Appl. Math 1994;91:153-177.
  10. Petkovsek M. Hypergeometric solutions of linear recurrences with polynomial coefficients, J Symbolic Comput 1992;14:243264.
  11. Petkovsek M. A generalization of Gosper's algorithm, Discrete Math 1994;134:125-131.