Obtaining recurrence relation from a given sequence

Click For Summary
SUMMARY

This discussion focuses on the techniques for deriving a recurrence relation from a given closed-form function f[n] that describes a sequence of numbers. It highlights the use of generating functions and the Z-transform as powerful methods for obtaining f[n] from a recurrence relation. The conversation also draws an analogy between this problem and finding a differential equation for a function f(x). A simple example provided is that if x_n = f(n), then the recurrence relation can be expressed as x_{n+1} = x_n + f(n+1) - f(n).

PREREQUISITES
  • Understanding of recurrence relations and sequences
  • Familiarity with generating functions
  • Knowledge of the Z-transform
  • Basic concepts of differential equations
NEXT STEPS
  • Research techniques for deriving recurrence relations from closed-form expressions
  • Study the applications of generating functions in combinatorial problems
  • Explore the Z-transform and its properties in signal processing
  • Learn about the relationship between differential equations and their solutions
USEFUL FOR

Mathematicians, computer scientists, and anyone interested in sequence analysis and the derivation of recurrence relations from closed-form functions.

mnb96
Messages
711
Reaction score
5
Hello,

it is known that given a certain recurrence relation that describes a sequence of numbers, it is often possible to obtain a function f[n] that directly yields the n-th number of the sequence. This is usually accomplished by using powerful techniques involving generating functions or the Z-transform (see for instance this thread).

My question is: are there equally powerful techniques that allow one to do the reverse, i.e. given the closed-form f[n] of a sequence, obtain one possible recurrence relation that describes the same sequence (even approximately)?

I am mot sure this is the right forum, but at least I see an analogy between Laplace transform and Z-transform and between the above problem and its continuous analog, i.e. given a certain function f(x), find a differential equation for which f is a solution.
 
Physics news on Phys.org
I'm sorry you are not finding help at the moment. Is there any additional information you can share with us?
 
mnb96 said:
Hello,

it is known that given a certain recurrence relation that describes a sequence of numbers, it is often possible to obtain a function f[n] that directly yields the n-th number of the sequence. This is usually accomplished by using powerful techniques involving generating functions or the Z-transform (see for instance this thread).

My question is: are there equally powerful techniques that allow one to do the reverse, i.e. given the closed-form f[n] of a sequence, obtain one possible recurrence relation that describes the same sequence (even approximately)?

Trivially, if x_n = f(n), then x_{n+1} = x_n + f(n+1) - f(n) is one such recurrence relation.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 18 ·
Replies
18
Views
3K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 11 ·
Replies
11
Views
2K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 0 ·
Replies
0
Views
4K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K