Recurrence Relations (AQA A-Level Mathematics): Revision Notes
4.5.3 Recurrence Relations
A recurrence relation is an equation that defines a sequence based on previous terms. It expresses each term of the sequence as a function of its predecessors. Recurrence relations are commonly used in sequences, algorithm analysis, and mathematical modelling.
Key Methods to Solve Recurrence Relations:
- Substitution/Iteration: Expands the relation step-by-step to find a pattern.
- Characteristic Equation: Solves for linear recurrence relations by finding the roots of the characteristic equation.
- Generating Functions: Converts the relation into a power series for more complex cases.
Step-by-Step Method to Approach Recurrence Relations:
- Identify the Recurrence Relation:
- Determine the type of relation (linear, homogeneous, or non-homogeneous).
- Identify the order of the relation (e.g., first-order, second-order).
- Determine the Initial Conditions:
- Recurrence relations require initial terms to begin generating the sequence (e.g., , ).
- Check for Patterns:
- Substitution Method: Expand the recurrence for a few terms to observe any emerging patterns. This helps in forming a conjecture about the solution.
- Iteration: Express an as a function of earlier terms and try to write it explicitly.
- Use the Characteristic Equation (if linear):
- For linear recurrence relations (e.g., =), set up the characteristic equation:
- Solve for the roots and to write the general solution based on the type of roots (real, distinct, or repeated).
- Apply Initial Conditions:
- Substitute the initial conditions into the general solution to determine any constants.
- For Non-Homogeneous Relations:
- Solve the homogeneous part first.
- Find a particular solution for the non-homogeneous part (e.g., using undetermined coefficients).
- Combine the two solutions for the final form.
This definition requires a start value (usually called or ) and a term-to-term rule.
Example:
Both of the above say ""
The first 5 terms of this sequence are:
The nth term of a sequence, , is given by
Given that ,
a) Find the value of the constant .
b) Find the value of .
Solution:
a)
b)
The terms of a sequence are given by
where is a constant. Given that ,
a) Find expressions for and in terms of .
b) Given also that , find the value of .
c) Find the value of .
Solution:
a)
b)
c)