Solving Non-Linear Recurrence Relation?

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Discussion Overview

The discussion centers around solving non-linear recurrence relations, specifically exploring methods to transform them into a more manageable form. Participants examine a specific sequence and its recurrence relation, seeking strategies for resolution.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • One participant inquires about solving non-linear recurrence relations and presents a specific example sequence defined by F_{n+1} = F_{n} + n^{2}.
  • Another participant suggests transforming the non-linear relation into a homogeneous linear recurrence relation, providing a specific form for the transformation.
  • A follow-up question seeks clarification on the method used for the transformation, questioning whether it involves trial and error or if there is a systematic approach, and whether all non-linear relations can be transformed in this way.
  • A later reply introduces an operator approach, suggesting the use of the operator R to express the equation and indicating that the resulting equation is linear and of fourth order, dependent on arbitrary constants.

Areas of Agreement / Disagreement

Participants do not appear to reach a consensus on the methods for transforming non-linear recurrence relations, with multiple approaches and questions about the validity of these methods remaining unresolved.

Contextual Notes

Limitations include the lack of clarity on the systematic methods for transformation and the conditions under which non-linear recurrence relations can be converted to linear forms.

FeDeX_LaTeX
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Hello;

I do not have any experience in solving non-linear recurrence relations, so I was just wondering how one solves them.

For example, consider the sequence: 1, 2, 6, 15, 31, 56

In general, F_{n+1} = F_{n} + n^{2}

Do I still substitute F_{n} = k^{n}?

Thanks.
 
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First transform into a homogeneous linear recurrence relation. In your case, a(n) = 4a(n-1) - 6a(n-2) + 4a(n-3) - a(n-4).
 
Hello;

Thanks for the reply. How did you transform it into a homogeneous linear recurrence relation? Did you use trial and error, or is there a method to do this (or is there something obvious I'm missing here)? Can all non-linear recurrence relations be transformed into homogeneous linear recurrence relations?
 
FeDeX_LaTeX said:
Hello;

I do not have any experience in solving non-linear recurrence relations, so I was just wondering how one solves them.

For example, consider the sequence: 1, 2, 6, 15, 31, 56

In general, F_{n+1} = F_{n} + n^{2}

Do I still substitute F_{n} = k^{n}?

Thanks.

Introduce the operator R that retards sequences:

R(f_n)=f_{n-1}

then you can express you equation as

(R-1)f_n=(n-1)^2

Multiply this by (R-1)^3 from the left, you'll get

(R-1)^4f_n=0

(check it...)

This last equation is linear and is of fourth order, the solutions depends on 4 arbitrary constants. 3 of then can be eliminated by substitution into the original equation.
 

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